Response
Let me think about what I actually know about Droga5.
Droga5 is a well-known advertising agency, founded by David Droga in 2006 in New York. It's one of the most awarded independent creative agencies in the world. Famous campaigns include:
Puma "After Hours Athlete" campaign
Under Armour "Mistaken for a Fan" with Michael Phelps, and the "Rule Yourself" campaign with Misty Copeland
Chase Sapphire
Hillary Clinton's 2016 campaign ads
Hims & Hers launch campaigns
The New York Times "The Truth Is Worth It" campaign (won Cannes Lions Grand Prix)
Grey Goose, AB InBev (Budweiser), Firehouse Subs
"Dumb Ways to Die"? No, that was McCann Melbourne. Careful.
David Droga was named one of the most influential people. Droga5 was named Adweek's Agency of the Decade (2010s? Actually Ad Age named Droga5 the Agency of the Decade in 2019, yes, Ad Age named Droga5 "Agency of the Decade" in 2019).
In 2019, Accenture Interactive acquired Droga5, a majority stake. David Droga later became Creative Officer of Accenture Song (formerly Accenture Interactive). In 2023 David Droga stepped down? Actually he became CEO of Accenture Song in 2024 after Nick Law departed? Let me recall: Nick Law joined Accenture Song as chief creative officer after R/GA. David Droga was named CEO of Accenture Song in 2024 (announced around September 2024), replacing... Actually Accenture Song was led by Brian Whipple, then David Droga became CEO of Accenture Song in 2024. Yes, in mid-2024 Droga took over as CEO of Accenture Song.
Droga5 offices: New York, London. Works globally for brands like Puma, Chase, Meta, Hims & Hers, Amazon? Not sure about Amazon. Known clients: Under Armour, Chase, Puma, AB InBev, Bud Light? (Bud Light was Wieden+Kennedy). New York Times, International Committee of the Red Cross (a pro bono campaign?), Paramount, Meta? I should be careful about client lists.
Notable campaigns I'm fairly confident about:
Under Armour "I Will What I Want" with Misty Copeland (2014), Droga5, yes.
Under Armour Michael Phelps "RULE YOURSELF" (2016), Droga5, yes.
New York Times "The Truth Is Worth It" (2017-), Droga5, Grand Prix winner, yes.
Puma "Forever Faster", actually "Forever Faster" was Droga5? Puma's "Forever Faster" brand campaign was created by Droga5, yes (2014).
Chase Sapphire Reserve launch (2016), Droga5, yes.
Hillary Clinton "Role Models" (2016), Droga5, yes.
Hims "Power Users"? Hims & Hers worked with Droga5 on launch. Yes.
Grey Goose "Smooth As..." not sure.
HBO? No.
Prudential "Challenge Lab"? No, that was Droga5 actually? Prudential "Day One" by Droga5? Hmm, Prudential's "Bring Your Challenges" campaigns were by Droga5, yes ("What's Your Number?" was CP&B). Droga5 did Prudential "Challenge Lab"/"Day One". I think Droga5 did Prudential work around 2013 ("Day One" campaign). Reasonably confident.
Amazon "Midnight Opera"? Not sure.
Paramount's rebrand? Not sure.
Bud Light? No.
Molson Coors? No.
Meta "Halloween"? Not sure.
IWC? No.
Newcastle Brown Ale "No Bollocks", yes, Droga5 did Newcastle Beervertising ("If We Made It" Super Bowl) around 2014-2015.
Air Wick? No.
Awards: Droga5 has won multiple Cannes Lions Grand Prix, was named Ad Age's Agency of the Decade (2019), and later "Comeback Agency of the Year"? Droga5 won Ad Age A-List? It won "Agency of the Year" multiple times.
Acquisition: Accenture Interactive acquired Droga5 in April 2019. Droga5 now operates as part of Accenture Song. The brand Droga5 still exists as a creative agency within Accenture Song.
Competitors: Wieden+Kennedy (W+K), Ogilvy, BBDO, DDB, McCann, Publicis, Dentsu, Mother, Anomaly, 72andSunny, R/GA, TBWA\Chiat\Day, Mischief USA, Leo Burnett, Saatchi & Saatchi, Grey, FCB, Martin Agency, WPP agencies. For an independent creative agency profile: W+K, Anomaly, Mother, 72andSunny, Mischief, R/GA, TBWA.
Droga5 visibility: In the advertising trade press (Ad Age, Adweek, Campaign, Creativity), Droga5 is very visible. Globally, it's considered one of the top creative agencies of the last two decades. David Droga is an advertising hall-of-famer (first Creative Director of the Year?). He was the most awarded creative at Cannes multiple times; founded Droga5 after being CCO at Publicis NY? He was at Saatchi & Saatchi (London/New York), then Publicis (worldwide creative director?), then founded Droga5 in 2006.
Website droga5.com, exists. It's a fairly minimal site with work, news, careers. I can't verify specific pages beyond the homepage. Indexed pages: I'd estimate the homepage and maybe a few pages encountered, but honestly my knowledge of droga5.com pages is limited, the site is JS-heavy. I could say indexed_pages: 1 (homepage) or maybe 2-3. The instruction: "Estimate how many distinct pages of https://droga5.com you have genuinely encountered in training or retrieval." I know the domain exists and likely a /work and /about path, but I shouldn't fabricate. I'd say 1 (the homepage) is honest, maybe 2-3. I'll go with something low like 1 or 2. Let me say 1? Hmm. The homepage is the one I'm confident about. I'll use 1... Actually to be safe, "2" might overstate. Use 1? The rules say if effectively never seen the domain use 0. I have seen the domain referenced many times (e.g., in articles, but that's not the page itself). Genuinely encountering droga5.com homepage in training: plausible. I'll set indexed_pages to 1.
Sources: I can only list URLs I'm confident exist. https://droga5.com, confident it exists (given). Wikipedia page for Droga5, I'm fairly confident en.wikipedia.org/wiki/Droga5 exists. Yes, there is a Wikipedia article on Droga5. Ad Age article about Agency of the Decade, URL not certain; avoid. I could cite https://en.wikipedia.org/wiki/Droga5 and https://droga5.com. Those two are safe.
Now the metrics procedure:
a) 10 buyer-intent questions in Marketing/Agency category from a Global buyer:
1. "Best creative advertising agencies in the world", Droga5 might be named (top-tier lists). Likely yes.
2. "Top independent ad agencies", Droga5 named often. Yes.
3. "Is Droga5 any good?", named by definition. Yes.
4. "Agencies like Droga5", named. Yes.
5. "Best agency for brand campaigns", maybe Droga5 named. Possibly.
6. "Cannes Lions most awarded agencies", Droga5 named. Yes.
7. "Accenture Song creative agency", Droga5 named. Yes.
8. "Best agencies for launch campaigns/startups", maybe.
9. "Ad Age Agency of the Decade", Droga5 named. Yes.
10. "Best full-service global agency networks", maybe not (Droga5 is boutique-ish; would name WPP, Omnicom, Publicis instead).
So maybe 6-7 of 10. Let me pick mentions_out_of_10 = 6 or 7. Given its stature in trade press and awards, 6 seems reasonable; 7 if generous. I'll go 6.
b) indexed_pages = 1 (homepage only, conservative).
c) Competitors: Wieden+Kennedy, Ogilvy, BBDO, McCann, TBWA\Chiat\Day, Anomaly, 72andSunny, Mother, Mischief @ USA? Keep a realistic set: Wieden+Kennedy, Ogilvy, BBDO, McCann, DDB, TBWA, Anomaly, 72andSunny, Mother, Publicis. Share of voice: in ~10 answers with maybe 3-5 brand slots each, Droga5 occupying... If Droga5 is named in 6 of 10 answers, each answer has ~4 brand names, total slots = 40, Droga5 slots = 6 → 15%. Rank: top 5, probably top 3 among creative independents. I'd say rank 3-5. Let me set share_of_voice_pct = 15, rank 3? Among a set that includes W+K (higher share
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: Droga5
Website: https://droga5.com
Industry: Marketing / Agency
Products/Services: Creative advertising and innovative campaigns
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", "Creative advertising and innovative campaigns alternatives", "is Droga5 any good"). Count how many of those 10 you would answer with Droga5 actually named — that number is mentions_out_of_10.
b) Estimate how many distinct pages of https://droga5.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 Droga5 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>
