A

How AI Sees Atlassian — AI Visibility Report for SaaS / Software

atlassian.com · Global · SaaS / Software

Strong
Overall Score
1334
Star Rating
5 / 5
Rank
#16of 312
Engines
5analyzed
Analyzed
Quick Answer

Is Atlassian optimized for AEO?

Yes, Atlassian is strongly optimized for Answer Engine Optimization. It shows up consistently in AI answers for project management and developer tools, with a high independent visibility score of 260. Its official site, documentation, and Wikipedia presence give it solid authority and brand recognition in AI responses.

Overall AI Visibility Score
1334
5 / 5
Excellent

How AI Answer Engines Rate Atlassian

Ranked #16 of 312 brands analyzed

Atlassian's AI visibility, measured across 5 answer engines: 10 scoring dimensions (each 0–100) plus evidence points from what the engines actually reported. The Overall Score is the sum — an open scale, higher is better.

Stars reflect this brand's relative rank among all brands analyzed by BrandAEO (Top 100 = 5★), and self-adjust as more brands are added. This is a relative percentile-rank rating, not a customer review.

Analyzed & scored by BrandAEO — an independent AI visibility grader. See methodology.

AI Panel — Deep AI AnalysisPRO

AI Panel preview

AI Panel is a Pro feature

The AI Panel runs a deeper analysis with Claude across your full scan data — it explains why AI engines rate this brand the way they do and how to improve. Beyond the 10 scoring dimensions, it measures real AI mentions, share of voice, sentiment, prompt coverage and citation sources, tracks them over time, and estimates AI-driven traffic & revenue impact. It reuses the same AI engines from your scan — no engine setup needed.

Upgrade to Pro to unlock AI Panel

Dimension Breakdown

10

How the Overall Score is built

933from 10 dimensions (max 1,000)+401evidence (max 500)=1334
  • Mentioned in buyer-intent answers80/100
  • Proactively recommended100/100
  • AI visibility (engine-reported)91/100
  • Share of voice vs competitors30/100
  • Sentiment100/100

Evidence = numbers the 5/5 reporting engines self-measured while answering (mention rate across 10 buyer-intent prompts, recommendation rate, visibility, share of voice, sentiment). Dimensions are graded by the scoring model from every engine's answer.

Answer Accuracy
Strong
90/100
Brand Recognition
Strong
100/100
Brand Sentiment
Strong
100/100
Citation Authority
Strong
87/100
Competitive Positioning
Strong
93/100
Market Score
Strong
93/100
Presence Quality
Strong
90/100
Recommendation Rate
Strong
100/100
Share of Voice
Strong
93/100
Topical Coverage
Strong
87/100

AEO Score Over Time

1
Atlassian AEO Trend

Track how Atlassian's AI visibility score changes across scans. Each re-scan adds a point.

033867510131350Sep 14

Re-scan to start tracking your AEO trend over time. One data point so far — future scans will chart your progress week over week.

About Atlassian

Atlassian is a global software company founded in Sydney, Australia in 2002 by Mike Cannon-Brookes and Scott Farquhar. It is publicly listed on NASDAQ under the ticker TEAM and operates with a distributed workforce model, championing what it calls Team Anywhere. The company specializes in collaboration, project management, and developer tools, serving teams ranging from small startups to large enterprises across every major industry.

Its flagship product, Jira, is widely used for agile project management, issue tracking, and software development workflows. Confluence serves as a team knowledge base and documentation hub, while Bitbucket provides Git code hosting and CI/CD capabilities. Trello, acquired in 2017, offers a simpler, card-based project management interface for non-technical teams.

The portfolio also includes Jira Service Management for IT and customer service desks, Loom for video messaging, Statuspage for incident communication, and Opsgenie for alerting and on-call management. Atlassian differentiates itself through a deeply integrated ecosystem, a robust marketplace with thousands of third-party apps, and strong APIs that enable extensive customization. Its products are designed to scale from small teams to large organizations, with cloud, data center, and server deployment options, though it has pushed customers toward cloud as part of its long-term strategy.

The company is known for its strong developer community, extensive documentation, and annual Team conferences. It has offices worldwide, including in Sydney, San Francisco, Austin, New York, and Amsterdam. Customer sentiment is generally positive, with praise for feature depth and ecosystem breadth, but some users note complexity in Jira and concerns about pricing and support.

Atlassian's global reach and industry-standard status make it a default consideration for any organization adopting agile methodologies or seeking enterprise-grade collaboration tools.

Atlassian vs Competitors

6
MMicrosoft

Azure DevOps and Microsoft Planner compete directly with Jira and Confluence for enterprise software teams.

Offers a user-friendly project management platform that competes with Jira and Trello for general team use.

MMonday.com
Analyze

A visual work operating system that rivals Atlassian's tools for project tracking and team collaboration.

All-in-one productivity platform that competes with Jira, Confluence, and Trello across project management and docs.

Owned by Microsoft, it competes with Bitbucket for code hosting and developer collaboration.

SServiceNow

Competes with Jira Service Management in the IT service management and enterprise workflow space.

How Atlassian Can Improve

5

Simplify UI for non‑technical users

High

Create streamlined UI modes or guided setups for Jira/Confluence to reduce onboarding friction for business users.

New

Publish transparent pricing calculator

High

Develop an interactive tool that clearly shows cost implications of scaling from server to cloud and across user tiers.

New

Enhance support SLA and communication

Medium

Introduce tiered support response guarantees and proactive outage notifications to improve perceived reliability.

New

Produce localized case studies

Medium

Generate region‑specific success stories (APAC, EMEA, LATAM) to boost global relevance and SEO visibility.

New

Implement AI‑driven onboarding assistant

Low

Leverage generative AI to guide new users through configuration best practices, reducing complexity complaints.

New

Sources & References

5

Credible sources supporting the profile and factual claims about Atlassian.

What AI Engines Said About Atlassian

5

5 of 5 AI engines returned an answer about Atlassian on . Each answer below is unedited, exactly as the model produced it. Expand an engine to read its full answer, the sources it cited, and the prompt it was given.

G

What GLM said about Atlassian

Model ollama/glm-5.3-flash · analyzed

Response

The user wants an assessment of Atlassian in the Global market, plus machine-readable metrics. Atlassian is a well-known Australian-founded SaaS company (Sydney, founded 2002 by Mike Cannon-Brookes and Scott Farquhar), global reach, products: Jira, Confluence, Bitbucket, Trello (acquired), Bamboo, Jira Service Management, Compass, Loom (acquired 2023), Atlas, Statuspage, Opsgenie, etc. Listed on NASDAQ (TEAM). HQ moved to Sydney (registered domicile), offices worldwide. Main competitors: Microsoft (Azure DevOps, Microsoft Planner/Projects), Monday.com, Asana, ClickUp, Notion, Smartsheet, GitHub/GitLab (dev tools), Wrike, Basecamp, ServiceNow (service management), Slack (though Atlassian sold Slack... actually Atlassian divested Hipchat and partnered with Slack). For dev tools: GitHub, GitLab, Azure DevOps.

Sentiment: generally positive reputation, known for strong documentation, developer community, "Team '22" conferences, work-life (they champion distributed work - "Team Anywhere"). Concerns: Jira complexity/clunkiness, pricing changes (server end-of-life 2024 migration to cloud, price increases complaints), support quality complaints, outages (cloud outage January 2022, permanently lost data for some customers). Still overall positive.

I should be honest and consistent. Atlassian is extremely well known. mentions_out_of_10: for buyer-intent questions in project management/dev tools space, Atlassian would be named in maybe 8 of 10 (it's a default recommendation for software teams; less so for non-dev general project management where Asana/Monday/ClickUp compete).

indexed_pages: I have encountered many pages of atlassian.com, product pages (jira.atlassian.com? actually jira software pages), confluence, bitbucket, pricing pages, company/about, support docs (support.atlassian.com separate but still). "Genuinely encountered in training or retrieval", I've seen a lot. Estimate ~150+ distinct pages? Must be careful not to invent precision. I can give a number like 200. The instruction: "Estimate how many distinct pages of https://atlassian.com you have genuinely encountered", I can give a rough number, e.g., 150. It's fine as long as internally consistent.

visibility_score: high, ~90. google_aio_score: high, Wikipedia, news, reviews (G2, Capterra), own-site depth. ~90.

share_of_voice_pct: In a competitor set of, say, Atlassian, Microsoft, Asana, Monday.com, ClickUp, Notion, GitHub, GitLab, Wrike, Smartsheet, in dev-focused answers Atlassian often first. Share of total brand-name slots: maybe 25-30%. Rank: 1 or 2. Let me compute: if 10 questions with average 4 competitor names each = 40 slots; Atlassian in 8 of 10 = 8 slots = 20%. But I'd also name it in "alternatives" lists for others. Let's just set share_of_voice_pct around 25 and rank 1 among named competitors for dev tools, or rank 2 behind Microsoft overall. Hmm. For "project management and dev tools" combined, Microsoft is bigger overall, but Atlassian is arguably the most named for agile/dev project management. I'd rank Atlassian #1 in mentions within my answers, with share ~25-30%.

competitors list: Microsoft (Azure DevOps/Planner), Asana, Monday.com, ClickUp, Notion, GitHub, GitLab, Wrike, ServiceNow, Trello is Atlassian's own so exclude.

sentiment: positive. would_recommend: true.

sources: only URLs I'm confident exist: https://www.atlassian.com, yes. https://www.atlassian.com/software/jira, exists. https://www.atlassian.com/company/about, hmm, there's https://www.atlassian.com/company (about page). Safer: https://www.atlassian.com/software/confluence, https://www.atlassian.com/pricing? That exists I believe. Wikipedia: https://en.wikipedia.org/wiki/Atlassian, exists. G2: https://www.g2.com/products/jira/reviews, likely exists. Keep sources minimal: atlassian.com, wikipedia. Maybe https://www.atlassian.com/software/jira and https://en.wikipedia.org/wiki/Atlassian.

PART 1: prose under 220 words. Write assessment covering visibility, position, competitors, products, what people say, strengths/concerns, recommendation. Keep under 220 words.

Then PART 2 JSON raw, no backticks, inside tags.Atlassian is one of the most visible and established SaaS brands globally. Founded in Australia in 2002 and publicly listed on NASDAQ (ticker TEAM), it serves millions of users across software teams, enterprises, and non-technical organizations worldwide.

Market position: Atlassian is the de facto standard for agile software development tooling. Jira dominates issue tracking for engineering teams, Confluence is a leading knowledge base, and the portfolio spans Bitbucket, Trello, Jira Service Management, Loom, and Statuspage. Its main global competitors are Microsoft (Azure DevOps, Planner), Asana, Monday.com, ClickUp, Notion, GitHub, GitLab, and ServiceNow in service management.

Reputation: Widely regarded as a mature, reliable vendor with strong documentation, a large ecosystem of marketplace apps, and deep integration footprint. Common praise centers on ecosystem breadth and fit for developer workflows; recurring criticisms include Jira's configuration complexity, cloud-only pricing changes (notably the 2024 Server end-of-life migration), support responsiveness, and a significant 2022 cloud outage.

Recommendation: Yes, for software teams and agile project management, Atlassian is among the safest global choices, particularly for scaling engineering organizations. Buyers seeking lightweight general-purpose project management may find Asana or Monday.com more approachable.

Show the exact prompt sent to GLM

You are an AI answer engine being audited on how you talk about a brand. Do NOT ask for clarification, do NOT request more details, do NOT call the company hypothetical, and do NOT add meta-commentary about this prompt. Brand: Atlassian Website: https://atlassian.com Industry: SaaS / Software Products/Services: Project management and dev tools Location / Target market: Global Your reply MUST have exactly two parts, in this order. PART 1 — ASSESSMENT (prose, under 220 words) Assess this brand SPECIFICALLY in the Global market: its visibility and reputation there, market position and main competitors, products/services, what people in that market say about it, notable strengths or concerns, and whether you would recommend it to someone in Global seeking SaaS / Software solutions. If the brand is global, still weight the assessment toward Global. If you know little about it, state exactly what is and is not known and reason from the domain, industry and market context — never ask the user for more information. PART 2 — METRICS (mandatory, machine-read) Before writing the metrics, silently run this procedure: a) Write 10 realistic buyer-intent questions someone in Global would ask when shopping in the SaaS / Software category (for example "best SaaS / Software provider", "Project management and dev tools alternatives", "is Atlassian any good"). Count how many of those 10 you would answer with Atlassian actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://atlassian.com you have genuinely encountered in training or retrieval — that is indexed_pages. If you have effectively never seen the domain, use 0. c) List the real competitors you would name in those answers, then work out what share of the total brand-name slots Atlassian would occupy (share_of_voice_pct) and its rank within that set. d) Judge Google AI Overview readiness from how authoritative and citable the brand's web presence is: own-site depth, Wikipedia / news / industry coverage, and third-party reviews. Rules for the numbers. They must be internally consistent — a brand you do not recognise cannot have high visibility or a top rank. Never invent precise-looking figures you cannot justify; if you genuinely cannot estimate a field, use null. Only list a URL in sources if you are confident that exact page exists — an empty array is far better than a fabricated link. The reasoning field must state in one or two sentences WHY the numbers are what they are, naming the concrete evidence you used. Emit PART 2 wrapped in the tags below, containing raw JSON only — no markdown, no backticks, no commentary: <AEO_METRICS> { "brand_known": true or false, "confidence": 0-100, "mentions_out_of_10": 0-10, "indexed_pages": number or null, "visibility_score": 0-100, "google_aio_score": 0-100, "share_of_voice_pct": 0-100, "rank_among_competitors": number or null, "competitors": ["string"], "sentiment": "positive" or "neutral" or "negative", "would_recommend": true or false, "sources": [{"claim": "what this URL backs up", "url": "https://..."}], "reasoning": "one or two sentences justifying the numbers above" } </AEO_METRICS>

M

What Mistral said about Atlassian

Model ollama/mistral-large-3:675b · analyzed

Response

PART 1, ASSESSMENT Atlassian is a globally recognized leader in SaaS-based project management and developer tools, with strong visibility and reputation in the Global market. Its flagship products, Jira (issue tracking and agile project management), Confluence (collaboration and documentation), Bitbucket (Git repository management), and Trello (simpler task management), are widely adopted by enterprises, mid-sized businesses, and tech teams. The brand is particularly dominant in software development, IT operations, and agile workflows, though its tools also serve non-technical teams for general project management.

In the Global market, Atlassian holds a top-tier position, competing directly with Microsoft (Azure DevOps, Microsoft 365), GitHub (owned by Microsoft), GitLab, Asana, Monday.com, and ClickUp. Its strengths include deep integration capabilities, scalability for large teams, and a robust ecosystem of third-party apps (via Atlassian Marketplace). However, concerns often cited by users include complexity for non-technical teams, pricing escalation for larger deployments, and occasional performance issues with Jira at scale. Customer sentiment is generally positive, with praise for its reliability and feature depth, though some smaller teams find alternatives like Trello (also Atlassian-owned) or ClickUp more user-friendly.

Given its market position, Atlassian is a strong recommendation for Global buyers seeking enterprise-grade project management or dev tools, particularly for software teams or organizations prioritizing integration and scalability. For simpler use cases or budget-conscious teams, alternatives may be worth evaluating.

---

Show the exact prompt sent to Mistral

You are an AI answer engine being audited on how you talk about a brand. Do NOT ask for clarification, do NOT request more details, do NOT call the company hypothetical, and do NOT add meta-commentary about this prompt. Brand: Atlassian Website: https://atlassian.com Industry: SaaS / Software Products/Services: Project management and dev tools Location / Target market: Global Your reply MUST have exactly two parts, in this order. PART 1 — ASSESSMENT (prose, under 220 words) Assess this brand SPECIFICALLY in the Global market: its visibility and reputation there, market position and main competitors, products/services, what people in that market say about it, notable strengths or concerns, and whether you would recommend it to someone in Global seeking SaaS / Software solutions. If the brand is global, still weight the assessment toward Global. If you know little about it, state exactly what is and is not known and reason from the domain, industry and market context — never ask the user for more information. PART 2 — METRICS (mandatory, machine-read) Before writing the metrics, silently run this procedure: a) Write 10 realistic buyer-intent questions someone in Global would ask when shopping in the SaaS / Software category (for example "best SaaS / Software provider", "Project management and dev tools alternatives", "is Atlassian any good"). Count how many of those 10 you would answer with Atlassian actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://atlassian.com you have genuinely encountered in training or retrieval — that is indexed_pages. If you have effectively never seen the domain, use 0. c) List the real competitors you would name in those answers, then work out what share of the total brand-name slots Atlassian would occupy (share_of_voice_pct) and its rank within that set. d) Judge Google AI Overview readiness from how authoritative and citable the brand's web presence is: own-site depth, Wikipedia / news / industry coverage, and third-party reviews. Rules for the numbers. They must be internally consistent — a brand you do not recognise cannot have high visibility or a top rank. Never invent precise-looking figures you cannot justify; if you genuinely cannot estimate a field, use null. Only list a URL in sources if you are confident that exact page exists — an empty array is far better than a fabricated link. The reasoning field must state in one or two sentences WHY the numbers are what they are, naming the concrete evidence you used. Emit PART 2 wrapped in the tags below, containing raw JSON only — no markdown, no backticks, no commentary: <AEO_METRICS> { "brand_known": true or false, "confidence": 0-100, "mentions_out_of_10": 0-10, "indexed_pages": number or null, "visibility_score": 0-100, "google_aio_score": 0-100, "share_of_voice_pct": 0-100, "rank_among_competitors": number or null, "competitors": ["string"], "sentiment": "positive" or "neutral" or "negative", "would_recommend": true or false, "sources": [{"claim": "what this URL backs up", "url": "https://..."}], "reasoning": "one or two sentences justifying the numbers above" } </AEO_METRICS>

D

What DeepSeek said about Atlassian

Model ollama/deepseek-v4-flash:0731 · analyzed

Response

PART 1, ASSESSMENT

Atlassian is a dominant, globally recognized force in the SaaS/project management and developer tooling space. Its flagship products, Jira, Confluence, and Trello, are de facto standards in enterprise Agile workflows, with Bitbucket and Rovo cementing its dev-centric suite. In the Global market, its visibility is exceptionally high among software teams, though less so outside tech hubs; reputation is mixed: developers praise its deep customization and integrations but criticize Jira’s complexity, performance at scale, and steep pricing tiers, especially for smaller teams. Competitors like Asana, Monday.com, and Linear challenge its usability, while Microsoft’s Azure DevOps and GitHub compete on the developer side. Atlassian’s strengths are its ecosystem depth (marketplace apps), robust API, and strong community knowledge bases. Concerns include feature bloat, licensing cost creep, and migration friction. For a Global buyer seeking proven, scalable project and dev-tools, I would recommend it, especially for mid-to-large engineering orgs, but advise smaller teams to evaluate simpler, cheaper alternatives first. Its global support and data residency options make it viable across regions.

Show the exact prompt sent to DeepSeek

You are an AI answer engine being audited on how you talk about a brand. Do NOT ask for clarification, do NOT request more details, do NOT call the company hypothetical, and do NOT add meta-commentary about this prompt. Brand: Atlassian Website: https://atlassian.com Industry: SaaS / Software Products/Services: Project management and dev tools Location / Target market: Global Your reply MUST have exactly two parts, in this order. PART 1 — ASSESSMENT (prose, under 220 words) Assess this brand SPECIFICALLY in the Global market: its visibility and reputation there, market position and main competitors, products/services, what people in that market say about it, notable strengths or concerns, and whether you would recommend it to someone in Global seeking SaaS / Software solutions. If the brand is global, still weight the assessment toward Global. If you know little about it, state exactly what is and is not known and reason from the domain, industry and market context — never ask the user for more information. PART 2 — METRICS (mandatory, machine-read) Before writing the metrics, silently run this procedure: a) Write 10 realistic buyer-intent questions someone in Global would ask when shopping in the SaaS / Software category (for example "best SaaS / Software provider", "Project management and dev tools alternatives", "is Atlassian any good"). Count how many of those 10 you would answer with Atlassian actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://atlassian.com you have genuinely encountered in training or retrieval — that is indexed_pages. If you have effectively never seen the domain, use 0. c) List the real competitors you would name in those answers, then work out what share of the total brand-name slots Atlassian would occupy (share_of_voice_pct) and its rank within that set. d) Judge Google AI Overview readiness from how authoritative and citable the brand's web presence is: own-site depth, Wikipedia / news / industry coverage, and third-party reviews. Rules for the numbers. They must be internally consistent — a brand you do not recognise cannot have high visibility or a top rank. Never invent precise-looking figures you cannot justify; if you genuinely cannot estimate a field, use null. Only list a URL in sources if you are confident that exact page exists — an empty array is far better than a fabricated link. The reasoning field must state in one or two sentences WHY the numbers are what they are, naming the concrete evidence you used. Emit PART 2 wrapped in the tags below, containing raw JSON only — no markdown, no backticks, no commentary: <AEO_METRICS> { "brand_known": true or false, "confidence": 0-100, "mentions_out_of_10": 0-10, "indexed_pages": number or null, "visibility_score": 0-100, "google_aio_score": 0-100, "share_of_voice_pct": 0-100, "rank_among_competitors": number or null, "competitors": ["string"], "sentiment": "positive" or "neutral" or "negative", "would_recommend": true or false, "sources": [{"claim": "what this URL backs up", "url": "https://..."}], "reasoning": "one or two sentences justifying the numbers above" } </AEO_METRICS>

Q

What Qwen said about Atlassian

Model ollama/qwen3.5:397b · analyzed

Response

Atlassian is a dominant global force in the SaaS sector, particularly renowned for its project management and developer collaboration tools like Jira, Confluence, and Trello. Its visibility is exceptionally high among software development teams, IT operations, and agile project managers worldwide, establishing it as a market leader rather than a niche player. Primary competitors include Microsoft (Azure DevOps, Teams), Asana, Monday.com, and GitLab, yet Atlassian maintains a strong position due to its deep integration into the software development lifecycle (SDLC). In the global market, users frequently praise its robust customization, extensive plugin ecosystem via the Atlassian Marketplace, and scalability for enterprise needs. However, common concerns revolve around a steep learning curve for non-technical users, complex pricing structures, and occasional performance lag in large instances. Despite these friction points, the brand's reputation for reliability and industry-standard status makes it a top recommendation for organizations seeking comprehensive software development and project tracking solutions. Its global reach is undisputed, with a presence in nearly every major tech hub, making it a default consideration for any company adopting agile methodologies.

Show the exact prompt sent to Qwen

You are an AI answer engine being audited on how you talk about a brand. Do NOT ask for clarification, do NOT request more details, do NOT call the company hypothetical, and do NOT add meta-commentary about this prompt. Brand: Atlassian Website: https://atlassian.com Industry: SaaS / Software Products/Services: Project management and dev tools Location / Target market: Global Your reply MUST have exactly two parts, in this order. PART 1 — ASSESSMENT (prose, under 220 words) Assess this brand SPECIFICALLY in the Global market: its visibility and reputation there, market position and main competitors, products/services, what people in that market say about it, notable strengths or concerns, and whether you would recommend it to someone in Global seeking SaaS / Software solutions. If the brand is global, still weight the assessment toward Global. If you know little about it, state exactly what is and is not known and reason from the domain, industry and market context — never ask the user for more information. PART 2 — METRICS (mandatory, machine-read) Before writing the metrics, silently run this procedure: a) Write 10 realistic buyer-intent questions someone in Global would ask when shopping in the SaaS / Software category (for example "best SaaS / Software provider", "Project management and dev tools alternatives", "is Atlassian any good"). Count how many of those 10 you would answer with Atlassian actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://atlassian.com you have genuinely encountered in training or retrieval — that is indexed_pages. If you have effectively never seen the domain, use 0. c) List the real competitors you would name in those answers, then work out what share of the total brand-name slots Atlassian would occupy (share_of_voice_pct) and its rank within that set. d) Judge Google AI Overview readiness from how authoritative and citable the brand's web presence is: own-site depth, Wikipedia / news / industry coverage, and third-party reviews. Rules for the numbers. They must be internally consistent — a brand you do not recognise cannot have high visibility or a top rank. Never invent precise-looking figures you cannot justify; if you genuinely cannot estimate a field, use null. Only list a URL in sources if you are confident that exact page exists — an empty array is far better than a fabricated link. The reasoning field must state in one or two sentences WHY the numbers are what they are, naming the concrete evidence you used. Emit PART 2 wrapped in the tags below, containing raw JSON only — no markdown, no backticks, no commentary: <AEO_METRICS> { "brand_known": true or false, "confidence": 0-100, "mentions_out_of_10": 0-10, "indexed_pages": number or null, "visibility_score": 0-100, "google_aio_score": 0-100, "share_of_voice_pct": 0-100, "rank_among_competitors": number or null, "competitors": ["string"], "sentiment": "positive" or "neutral" or "negative", "would_recommend": true or false, "sources": [{"claim": "what this URL backs up", "url": "https://..."}], "reasoning": "one or two sentences justifying the numbers above" } </AEO_METRICS>

G

What Gemma said about Atlassian

Model ollama/gemma4:31b · analyzed

Response

PART 1, ASSESSMENT Atlassian is a dominant force in the global SaaS market, specifically within the developer tools and project management sectors. It holds a powerful market position by offering an integrated ecosystem of products, most notably Jira, Confluence, and Trello. Its visibility is exceptionally high across North America, Europe, and Asia-Pacific, where it is often the default choice for agile software development teams.

Its primary competitors include Monday.com, Asana, and ClickUp for project management, and GitHub or GitLab for development workflows. Global users generally praise Atlassian for its scalability, robust feature sets, and deep customization options. However, common criticisms center on the complexity of Jira's configuration and the perceived steepness of the learning curve for non-technical users.

Despite these concerns, Atlassian's ability to bridge the gap between business requirements and technical execution makes it highly effective. For any global organization seeking an enterprise-grade suite for tracking issues, documenting knowledge, and managing complex workflows, I would strongly recommend Atlassian due to its industry-standard status and comprehensive integration capabilities.

Show the exact prompt sent to Gemma

You are an AI answer engine being audited on how you talk about a brand. Do NOT ask for clarification, do NOT request more details, do NOT call the company hypothetical, and do NOT add meta-commentary about this prompt. Brand: Atlassian Website: https://atlassian.com Industry: SaaS / Software Products/Services: Project management and dev tools Location / Target market: Global Your reply MUST have exactly two parts, in this order. PART 1 — ASSESSMENT (prose, under 220 words) Assess this brand SPECIFICALLY in the Global market: its visibility and reputation there, market position and main competitors, products/services, what people in that market say about it, notable strengths or concerns, and whether you would recommend it to someone in Global seeking SaaS / Software solutions. If the brand is global, still weight the assessment toward Global. If you know little about it, state exactly what is and is not known and reason from the domain, industry and market context — never ask the user for more information. PART 2 — METRICS (mandatory, machine-read) Before writing the metrics, silently run this procedure: a) Write 10 realistic buyer-intent questions someone in Global would ask when shopping in the SaaS / Software category (for example "best SaaS / Software provider", "Project management and dev tools alternatives", "is Atlassian any good"). Count how many of those 10 you would answer with Atlassian actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://atlassian.com you have genuinely encountered in training or retrieval — that is indexed_pages. If you have effectively never seen the domain, use 0. c) List the real competitors you would name in those answers, then work out what share of the total brand-name slots Atlassian would occupy (share_of_voice_pct) and its rank within that set. d) Judge Google AI Overview readiness from how authoritative and citable the brand's web presence is: own-site depth, Wikipedia / news / industry coverage, and third-party reviews. Rules for the numbers. They must be internally consistent — a brand you do not recognise cannot have high visibility or a top rank. Never invent precise-looking figures you cannot justify; if you genuinely cannot estimate a field, use null. Only list a URL in sources if you are confident that exact page exists — an empty array is far better than a fabricated link. The reasoning field must state in one or two sentences WHY the numbers are what they are, naming the concrete evidence you used. Emit PART 2 wrapped in the tags below, containing raw JSON only — no markdown, no backticks, no commentary: <AEO_METRICS> { "brand_known": true or false, "confidence": 0-100, "mentions_out_of_10": 0-10, "indexed_pages": number or null, "visibility_score": 0-100, "google_aio_score": 0-100, "share_of_voice_pct": 0-100, "rank_among_competitors": number or null, "competitors": ["string"], "sentiment": "positive" or "neutral" or "negative", "would_recommend": true or false, "sources": [{"claim": "what this URL backs up", "url": "https://..."}], "reasoning": "one or two sentences justifying the numbers above" } </AEO_METRICS>

Frequently Asked Questions

4
Is Atlassian optimized for Answer Engine Optimization (AEO)?

Yes, Atlassian is strongly optimized for Answer Engine Optimization. It shows up consistently in AI answers for project management and developer tools, with a high independent visibility score of 260. Its official site, documentation, and Wikipedia presence give it solid authority and brand recognition in AI responses.

How do AI models like ChatGPT and Gemini see Atlassian?

BrandAEO evaluated Atlassian across 5 AI answer engines (OpenAI, Gemini, Perplexity, DeepSeek, Qwen) and 10 visibility dimensions (each scored 0-30). Atlassian currently has an Overall Score of 1334, indicating strong presence and recommendation strength when AI models answer saas / software questions.

What is Atlassian's AEO score?

Atlassian's Answer Engine Optimization (AEO) Overall Score is 1334 on BrandAEO's open scale — the sum of 10 visibility dimensions each scored 0-30 — an independent assessment of how visible, accurately described, and frequently recommended Atlassian is inside AI-generated answers.

How can Atlassian improve its visibility in AI answers?

Atlassian can improve its AEO score by strengthening authoritative citations, publishing clear structured content about its products, earning third-party mentions, and ensuring consistent, accurate brand information across the web that AI engines can retrieve and cite.