Response
Let me work through this carefully.
The task: I'm being audited on how I talk about Adobe. I need to produce exactly two parts: an assessment (under 220 words, prose) and a JSON metrics block.
Adobe is one of the most well-known software companies globally. Let me think about what I genuinely know:
Adobe Inc. (formerly Adobe Systems), headquartered in San Jose, California
Founded 1982 by John Warnock and Charles Geschke (co-inventors of PostScript/PDF)
Products: Creative Cloud (Photoshop, Illustrator, Premiere Pro, After Effects, InDesign, Lightroom, Adobe XD, Acrobat, Express), Experience Cloud (marketing/analytics: Adobe Analytics, Adobe Target, Adobe Campaign, Adobe Experience Manager, Marketo acquired then partially repositioned), Document Cloud (Acrobat, Adobe Sign)
Acquisitions: Magento (2018), Marketo (2018), Workfront (2020), Figma (announced 2022, ~$20B, deal terminated December 2023 due to regulatory block in UK/EU), Frame.io, Behance, EchoSign, Allegorithmic (Substance)
Market position: dominant in creative software; historically strong moat; moved to subscription SaaS model (CC launched 2013); one of largest SaaS companies by revenue (~$19-20+ billion revenue, FY2023 ~$19.4B, FY2024 ~$21.5B)
Competitors:
Creative: Canva, Figma (design), Affinity (Serif), Corel (CorelDRAW, PaintShop Pro), Capture One (photo), DaVinci Resolve (Blackmagic) in video, Final Cut Pro (Apple), Avid (Pro Tools for audio), Blackmagic, Shutterstock etc.
Marketing/Experience Cloud: Salesforce Marketing Cloud, HubSpot, oracle (Oracle Maxymiser/Responsys/Infinity), Microsoft Dynamics, Sitecore, Optimizely (Episerver), Braze, Mailchimp (Intuit), Klaviyo
Document: Nitro PDF, Foxit, DocuSign (e-signature overlap), Microsoft (SharePoint, etc.)
Reputation: industry-standard tools (Photoshop is a verb-ish cultural icon); complaints: subscription-only pricing ("no perpetual license" backlash since 2013), Creative Cloud pricing (especially regional pricing controversies in 2024, e.g., cancellation fee backlash after terms of service changes; the "Adobe won't let you cancel" saga July 2024, DOJ/FTC lawsuit June 2024 over subscription cancellation practices), some artist backlash re: Firefly AI training data transparency, Stock content
Strengths: deep integration across apps, industry standard file formats (PDF, PSD), enterprise-grade Experience Cloud, huge ecosystem, Firefly generative AI commercially safe angle, PDF/Acrobat ubiquity
Concerns: high cost, subscription fatigue, cancellation fees (FTC lawsuit June 2024), complexity of Experience Cloud, competition from cheaper/freemium tools (Canva especially), AI disruption fears
Recognition: consistently in Fortune 500, top brands, strong G2/Gartner presence, Adobe is a Leader in Gartner Magic Quadrant for DXP (Adobe Experience Manager), Digital Intelligence Platforms (Analytics), etc.
Now the metrics procedure:
a) 10 realistic buyer-intent questions someone in Global would ask when shopping for SaaS/Software in the creative + marketing space:
1. "best creative design software for professional designers", Adobe named (Photoshop/Creative Cloud is the default answer)
2. "Adobe Creative Cloud alternatives", Adobe named (it's the reference point)
3. "is Adobe Creative Cloud worth it", named
4. "best marketing automation platform for enterprise", Adobe (Experience Cloud/Marketo) often named alongside Salesforce, HubSpot, yes likely named
5. "Photoshop vs Affinity Photo / Canva vs Photoshop", named
6. "best PDF editor for business", Acrobat named (though alternatives exist)
7. "top SaaS companies by revenue", Adobe named
8. "best video editing software", Premiere Pro named
9. "Adobe Experience Cloud vs Salesforce Marketing Cloud", named
10. "cheapest alternative to Photoshop without subscription", Adobe named as the thing being replaced
Maybe some questions where Adobe might NOT be named: "best CRM for small business" (no, that's Salesforce/HubSpot territory), "best ecommerce platform" (Adobe Commerce/Magento exists but Shopify dominates answers), "best project management SaaS" (no). Buyer-intent scoped to their category (creative + marketing SaaS) means most questions would include Adobe. I'd say 9/10 is defensible. Let me be honest, within the creative cloud + marketing SaaS category, Adobe is nearly always a top mention. 9/10 seems right; 10/10 slightly too generous. I'll go with 9.
b) indexed_pages: I have genuinely encountered many Adobe.com pages in training: photoshop product pages, creative cloud plans/pricing page, helpx.adobe.com docs (that's helpx subdomain though, the domain asked is adobe.com pages: /products, /creativecloud.html, /experience-cloud.html, /acrobat, /pricing, /company, legal pages, blogsblogs.adobe.com...). I've certainly encountered many distinct adobe.com URLs. A reasonable estimate: hundreds of pages. The instruction says "estimate how many distinct pages you have genuinely encountered", I can say 300? Should be a rough number. Never invent precise-looking figures I cannot justify... but the field wants a number. I'll give a round-ish estimate like 300 or "several hundred", must be a number. I'll use 300 as a conservative estimate of distinct pages I plausibly encountered. Hmm, actually product pages + help/docs + legal + press releases... in training corpora Adobe.com is heavily represented. 300 is conservative and defensible.
c) competitors to name in answers: Canva, Figma, Salesforce, HubSpot, Oracle, Microsoft, Corel, Affinity (Serif), DaVinci Resolve/Blackmagic, Marketo is Adobe's own... For creative + marketing SaaS: Canva, Figma, Salesforce Marketing Cloud, HubSpot, Microsoft, Oracle (Cx/Marketing), Sitecore, Optimizely. Share of voice: if across 10 questions I mention ~15-20 brand slots and Adobe occupies 9, that's roughly 40-45%. Rank: #1 or #2 in creative; in marketing cloud, Salesforce/HubSpot compete for top. Overall rank among competitors set: 1. share_of_voice_pct: maybe 35-45. I'll say 40.
d) google_aio_score: Adobe's web presence is extremely authoritative, Wikipedia, tons of news, G2/Gartner/Capterra reviews, own site depth huge. Very citable → 90-95. I'll say 92.
visibility_score: Adobe is among the most visible software brands globally → 95.
confidence: 95+ (I know Adobe very well). Say 97? 95.
sentiment: positive (with caveats, pricing complaints). Overall reputation: strong. "positive" is fair.
would_recommend: true.
sources: only URLs I'm confident exist:
https://www.adobe.com/products/catalog.html, hmm, do I know that exact page? Adobe product catalog historically at adobe.com/products/catalog.html. I believe it exists.
https://www.adobe.com/creativecloud.html, this was the classic CC landing page. Reasonably confident it exists/existed.
https://www.adobe.com/experience-cloud.html, I believe this exists.
https://www.adobe.com/acrobat.html? There's adobe.com/acrobat/... The Acrobat page is adobe.com/acrobat.html I think. Hmm.
Wikipedia: https://en.wikipedia.org/wiki/Adobe_Inc., confident that exists.
FTC lawsuit: June 2024, FTC sued Adobe re: subscription cancellation, news coverage. I could cite FTC.gov press release: https://www.ftc.gov/news-events/news/press-releases/2024/06/ftc-action-leads-adobe-settle-charges-it-hidden-fees... Actually the FTC case: FTC sued Adobe and three executives, case ongoing; Adobe agreed to settle the FTC's subscription-cancellation case in early 2025? Let me recall: June 17, 2024, DOJ on behalf of FTC filed suit against Adobe over subscription practices (hidden termination fees). In January 2025 reports said Adobe reached settlement requiring disclosures? I'm not fully certain about settlement details. Safer to cite Wikipedia Adobe Inc. page which covers it, or skip that source. The rule: only list URLs I'm confident exist.
Confident URLs:
https://en.wikipedia.org/wiki/Adobe_Inc. (certain)
https://www.adobe.com/ (trivially certain)
https://www.adobe.com/creativecloud.html, fairly confident this page existed; Adobe's site restructured over years but creativecloud.html was long-standing. Slight uncertainty. Alternative: https://www.adobe.com/products/photoshop.html, Photoshop product page; confident enough.
https://www.adobe.com/experience-cloud.html, I believe exists.
I'll include: Wikipedia Adobe Inc., Photoshop product page, Experience Cloud page. Maybe acrobat online. Keep to 3-4 sources I'm confident about.
Claims:
Wikipedia page: "company background, products, scale, and public coverage including subscription-practice litigation"
Photoshop product page: "flagship Creative Cloud product offered on adobe.com"
Experience Cloud page: "enterprise marketing/analytics SaaS offering"
Sentiment: I'll
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: Adobe
Website: https://adobe.com
Industry: SaaS / Software
Products/Services: Creative cloud and marketing SaaS
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", "Creative cloud and marketing SaaS alternatives", "is Adobe any good"). Count how many of those 10 you would answer with Adobe actually named — that number is mentions_out_of_10.
b) Estimate how many distinct pages of https://adobe.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 Adobe 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>
