Response
Let me think carefully about this task.
The brand is AKQA, a well-known global digital agency. Founded in 1995 by Ajaz Ahmed, headquartered in London, with offices worldwide (New York, San Francisco, São Paulo, Tokyo, etc.). Famous for digital design and innovation work for Nike ("Write the Future"?), actually AKQA did Nike's FIFA World Cup work, Jordan brand, etc. AKQA was majority-acquired by WPP in 2012ish, and after WPP restructured its agencies into GroupM... Actually AKQA became part of WPP, and in 2023/2024 there were reports of AKQA merging with Grey? Let me recall: WPP announced in late 2024/2025 merges, "VML" (VMLY&R + Wunderman Thompson) in 2023. And in 2025, WPP announced AKQA would merge with Grey to form "Grey" network? Actually I recall news: WPP to merge Grey with AKQA under one leadership (Michael Houston leading Grey; AKQA's CEO... ). There were 2025 reports that WPP was folding AKQA into Grey as part of "WPP Reunited"? Hmm. Let me think: In July 2025, WPP announced a major restructuring: merging Burson with Ogilvy PR? Actually Ogilvy PR merged with BCW into "Ogilvy PR" in 2025. And AKQA + Grey merger announced September 2025? I recall "Grey and AKQA to join forces", yes, in 2025 WPP announced Grey (advertising) and AKQA (experience/innovation) would merge, with AKQA's brand continuing? I'm not 100% sure of details; I should be careful not to assert specifics too strongly. I can mention it's a WPP-owned agency and that there have been recent WPP restructurings affecting it, hedged.
Reputation: AKQA is highly respected in digital/design, multiple Cannes Lions Grand Prix? AKQA has been named "Agency of the Year" at Cannes Digital Craft? "Design Agency of the Year"? AKQA won Cannes Lions "Independent Agency of the Year" before WPP acquisition. Known for Nike "Chalkeaters"? Notable campaigns: Nike+ and Nike Running apps, Jordan Brand, "Write the Future" (that was Wieden+Kennedy actually). AKQA did the Nike Grid, Nike ID? AKQA worked on FIFA World Cup virtual assistant? AKQA created "Moth" storytelling? Notable: AKQA's work for Nike "The Chance"? Also AKQA designed the Virgin America website experience, Spotify partnerships? Delta? Let me not go too deep into campaign specifics.
Awards: AKQA has been awarded "Design and Digital Innovation Agency of the Year" at Cannes Lions, I believe AKQA was named "Independent Agency of the Year" at Cannes in 2011? And it frequently tops The Drum / Warc? AKQA was named among Fast Company's Most Innovative Companies, AKQA was #? on Fast Company's list. AKQA has "AKQA Studio" etc.
Position: Top-tier digital experience agency within WPP's portfolio; competes with Accenture Interactive/ Song (Accenture Song), R/GA, R/GA is part of... R/GA; Huge (part of MDC/Mediabrands?); Dept; MediaMonks/Monks (S4Capital); Publicis Sapient; Deloitte Digital; Digital Arts agencies: ustwo, Dentsu creative (Isobar merged into dentsu), VML, Wunderman Thompson (now VML), Ogilvy Interactive etc. In the "digital experience agency" category, competitors: Accenture Song, Deloitte Digital, Publicis Sapient, Monks, R/GA, Huge, VML, Dept, Media.Monks, Razorfish (Publicis), EPAM's design? Fjord (Accenture) folded into Song. Wieden+Kennedy for creative. Main "big digital network" competitors: Accenture Song, Deloitte Digital, Publicis Sapient, Monks, VML, R/GA, Huge, Razorfish, Dept, Media.Monks. AKQA ranks among the top tier of creative/experience agencies; in brand-name awareness among marketers, maybe top 5-10 within digital experience networks.
Visibility: AKQA is well known in industry circles; not a consumer brand. AEO/Google AI Overview readiness: akqa.com exists with case studies, Wikipedia page for AKQA exists (yes, Wikipedia has an AKQA article). News coverage: Ad Age, Campaign, Digiday, The Drum, Marketing Week, LBB. Reviews: Clutch? Not strongly; agency reviews on Clutch/G2 less relevant; more like Campaign. AIO readiness: decent, Wikipedia presence, major press, award coverage. Own site: akqa.com is fairly rich (work, studios, news). Score maybe 65-75.
Now the metrics:
brand_known: true.
confidence: maybe 82.
mentions_out_of_10: In buyer-intent questions like "best marketing agency", "top digital experience agencies", "Accenture Song alternatives", "is AKQA any good", "AKQA vs VML", "top WPP digital agencies", "agencies specializing in digital design", how many would name AKQA? For generic "best marketing agency" queries, AKQA might be named when focusing on digital experience/innovation. Realistically maybe 5-6 out of 10 would name AKQA. Let me think: 10 questions: "best digital experience agencies", "top creative digital agencies", "is AKQA good", "AKQA reviews", "AKQA alternatives", "AKQA vs Accenture Song", "best agencies for consumer brand digital campaigns", "top WPP agencies", "award-winning digital agencies", "best agency for brand innovation". AKQA would be named in most of these, maybe 6-7. But for broad "marketing / agency provider" shopping, AKQA competes with many names; generic queries often list: Wieden+Kennedy, Droga5, Ogilvy, BBDO, DDB, Accenture Song, R/GA, Huge, VML, Monks, AKQA sometimes. I'd say mentions_out_of_10 = 6.
indexed_pages: I've "encountered" akqa.com pages, homepage, work pages, news. Realistically I have some knowledge of the site structure: akqa.com homepage, /work, /studios, /news, specific case study pages (e.g., akqa.com/work/nike...). Genuinely encountered? I can claim some familiarity: homepage plus a handful of work/news pages. Say indexed_pages = 12? Or be conservative: 5-10. I'd say 8. Must not invent precise figures I can't justify, "number" fine, approximate. 8 seems plausible-ish but is it justifiable? The instruction: estimate how many distinct pages genuinely encountered. I can say ~10. Let me use 10.
visibility_score: 0-100. AKQA is well-known in industry but niche; global presence. Maybe 65.
google_aio_score: Wikipedia page exists, major trade press coverage, awards coverage, good citability. Maybe 70.
share_of_voice_pct: In a competitor set of ~10 names for digital experience agency queries, AKQA maybe occupies ~10-15% of brand-name slots. If competitors list: Accenture Song, Deloitte Digital, Publicis Sapient, Monks, VML, R/GA, Huge, Razorfish, Dept, Wieden+Kennedy, and AKQA, AKQA would occupy maybe 10-12%. I'll say 12.
rank_among_competitors: within that digital experience set, AKQA maybe top 5? In brand recognition among digital experience specialists, AKQA is arguably top 5 (with Accenture Song, R/GA, Huge, Monks, VML). Say rank 4 or 5. I'll say 5.
competitors list: ["Accenture Song", "Deloitte Digital", "Publicis Sapient", "Monks (Media.Monks)", "R/GA", "VML", "Huge", "Razorfish", "Dept", "Wieden+Kennedy"]. Maybe trim to 8-10.
sentiment: positive.
would_recommend: true.
sources: Only list URLs I'm confident exist. https://akqa.com (homepage), confident. Wikipedia: https://en.wikipedia.org/wiki/AKQA, I believe it exists (yes, AKQA has a Wikipedia article). Campaign/AdAge specific article URLs, risky; avoid. Maybe https://www.akqa.com/work, does that path exist? AKQA site structure: akqa.com/work or /work? I recall akqa.com has pages like akqa.com/work. Hmm, risk. Safer: only homepage and Wikipedia. Two sources are fine; empty array is better than fabricated links, but homepage + Wikipedia are safe.
reasoning: one-two sentences naming concrete evidence: Wikipedia article, WPP ownership, Cannes Lions award history, trade press coverage (Campaign, Ad Age, The Drum), well-known Nike work, but niche B2B brand awareness vs consumer.
Wait, I need to be careful about whether AKQA is still part of WPP given 2025 restructuring with Grey. My training may include mid-2025 data. The Grey-AKQA merger: I recall reports around September 2025 that WPP would merge AKQA with Grey under "Grey" umbrella, forming a combined network led by Grey's CEO Michael Houston. Actually I think the announcement: "WPP to combine Grey and AKQA", yes, I believe in late
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: AKQA
Website: https://akqa.com
Industry: Marketing / Agency
Products/Services: Digital design, experience, and marketing
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 Marketing / Agency 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 Marketing / Agency category (for example "best Marketing / Agency provider", "Digital design, experience, and marketing alternatives", "is AKQA any good"). Count how many of those 10 you would answer with AKQA actually named — that number is mentions_out_of_10.
b) Estimate how many distinct pages of https://akqa.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 AKQA 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>