Get your store cited by ChatGPT
When a shopper asks ChatGPT for the best wireless earbuds under $200 or Perplexity for a linen sheet set worth buying, AI engines name 2 or 3 brands. We make sure yours is one of them. Across ChatGPT, Perplexity, Claude, and Google AI Overviews.
Trusted by Leading Brands Across Industries
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Product discovery is moving to AI engines
The path to a purchase used to start with a Google search. For a growing share of shoppers, it now starts with a ChatGPT prompt. Either your brand gets named in that response or someone else does.
What is changing
Shoppers ask AI first, Google second
Buyers research products in ChatGPT, Perplexity, and Claude before they ever open a product page. If your brand is not in those responses, you are out of the consideration set before the shopper even sees an ad.
AI Overviews are eating informational clicks
Queries like "how to clean leather shoes" or "what is collagen good for" used to send buying-intent traffic to product blogs. Now Google shows the answer in the Overview and the click never happens. Stores that get cited inside the Overview still get named.
Ranking #1 on Google does not get you cited
AI engines do not just read your product page. They pull from Reddit, Wirecutter, niche category blogs, and review sites. We have seen stores that rank top of Google get zero ChatGPT mentions because the wider web does not talk about them.
Competitors are already buying space
In every category we work in, 3 to 5 brands keep getting named in AI responses. Once a brand is in the corpus and on Reddit, it stays in the recommendation set for a long time. The longer a brand waits, the further behind it falls.
What AEO does
Be the brand AI names
AEO is the work of getting your brand into the corpus that AI engines pull from. Editorial coverage. Reddit threads. Schema markup. llms.txt. Product copy that reads like a Wirecutter review instead of a brand brochure.
Citations compound
A Wirecutter pick or a high-upvote Reddit thread can keep feeding AI citations for 18 months. Press and forum mentions are the most durable AEO assets a store can build.
How AEO actually works for ecommerce stores
What AEO actually is
AEO is the work of getting your brand named when a shopper asks an AI engine for a product recommendation. Different from SEO. SEO ranks your product page. AEO gets you cited inside the response, before the shopper ever clicks anywhere.
Where AI engines pull from
ChatGPT and Claude are trained on a fixed snapshot of the web, then updated on a slow cycle. Perplexity and Gemini retrieve live sources at query time. All four lean heavily on Reddit, Wirecutter and similar editorial roundups, Wikipedia, and brand-owned pages with clean schema. We work on every layer.
Why product copy needs a rewrite
Most ecommerce product pages were written for humans skimming on a phone. AI engines need different things. Specific specs, country of manufacture, fabric weight, ingredient sourcing, return policy. Vague brand-story copy gets ignored by the model. We rewrite product and category pages so they read more like a review than a brochure.
Getting cited in Google AI Overviews
For category and how-to queries, Google now shows an AI summary above the regular results. If your store is one of the cited sources inside that summary, you get the click. If not, the shopper reads the answer and bounces. We build the page formats and schema that earn citations inside Overviews.
AI shopping stats
AI product discovery is not a future trend. It is already where a measurable share of shoppers start their research. The brands getting cited today are setting the recommendation list for the next 12 to 24 months.
Best wireless headphones for working from home under $200?
A few solid picks under $200 for all-day calls and focus work:
Your Brand Model X3
Strong noise cancellation, 35-hour battery, and a mic that holds up on Zoom. r/headphones consistently recommends these for work-from-home over the Sony WH-1000XM5 at this price.
2. Sony WH-CH720N - lighter, good budget pick
3. Anker Soundcore Space Q45 - cheapest of the three
This is how a store gets cited inside an AI answer
When a shopper asks an AI engine for a product recommendation in your category, the response usually names 2 to 5 brands. The cited brand gets the click, the trust, and most of the purchase intent. The other names are background noise.
Named brand recommendations
Be one of the 2 or 3 brands ChatGPT names when shoppers ask for product picks in your category
Inline source citations
Get your product page, Wirecutter pick, or Reddit thread listed as a source in Perplexity and AI Overviews
"Best of" prompt placement
Land in the answer for category prompts like "best wireless earbuds under $200" or "best linen sheets for hot sleepers"
Comparison prompts
Show up in side-by-side prompts like "Brand A vs Brand B" where the AI has to choose a recommendation
What ecommerce AEO actually pays back
AEO is not a single channel. It is the set of work that gets your brand named, cited, and recommended across every AI surface that shoppers now use.
Named in ChatGPT answers
Be one of the 2 or 3 brands ChatGPT names when a shopper asks for a category recommendation. The named brands get most of the consideration and most of the click intent.
Cited in Perplexity sources
Perplexity shows source citations inline with every answer. We get your product page, Reddit thread, or press feature pulled into the citation list, which still drives real clicks back to your store.
Featured in Google AI Overviews
For category and how-to queries, Google now shows an AI summary above the regular results. We build the page formats and schema that earn citations inside Overviews instead of getting buried below them.
Reddit and forum mentions
Reddit is one of the heaviest sources AI engines pull from for ecommerce. We seed honest conversations in product subs and earn organic mentions. No astroturf, which is the fastest way to get a brand blacklisted.
Editorial press placements
A single Wirecutter or Strategist pick can feed AI citations for 18 months. Editorial roundups are the most durable AEO asset a store can earn. We pitch press in parallel with the rest of the work.
Free traffic from AI sources
Once a citation is in the corpus, you keep getting named for free. No CPC. No bid ladder. The economics look more like SEO referrals than Meta or Google Ads, except citations compound over time.
Visual AI search readiness
Google Lens, ChatGPT image input, and Perplexity all let shoppers query with a photo. Properly tagged product images and clean Image schema make your products surfaceable in those answers too.
Compounds with paid spend
Stores running paid social spend less per acquisition when AEO is also working. Shoppers who saw a Meta ad and then asked ChatGPT about the brand convert at a higher rate when the AI confirms the brand is legit.
Everything we run on an ecommerce AEO engagement
The on-site work, the off-site work, and the tracking. Not every store needs every line, but this is the full menu.
Product schema for AI ingestion
Clean Product, Offer, Review, and AggregateRating schema across every SKU and collection page. Without it, AI engines have to guess what your product is. With it, they read the spec sheet directly.
What's included:
llms.txt and AI crawler setup
A clean llms.txt that tells retrieval engines which pages on your store are worth indexing. Useful for Perplexity and Claude with web access. Not the lever for ChatGPT training, but cheap to ship and signals intent.
What's included:
Product copy rewritten for LLMs
Most product pages read like brand brochures. AI engines need specifics. We rewrite product and category copy to read more like a Wirecutter review: specs, materials, sourcing, sizing notes, who it is for and who it is not.
What's included:
Reddit and forum seeding
Reddit is one of the heaviest sources ChatGPT and Perplexity pull from for ecommerce. We seed honest conversations in product subs: founder AMAs, comparison threads, answers to category questions. No astroturf.
What's included:
Editorial press pitching
A single Wirecutter or Strategist pick can keep feeding AI citations for over a year. We pitch product editors at the publications AI engines actually pull from for your category. Slow channel, but the most durable.
What's included:
Citation share tracking
We run a tracked prompt panel across ChatGPT, Claude, Perplexity, and Google AI Overviews on a weekly cadence. 100 to 200 prompts per store. Every response is logged, brand mentions are flagged, citation share is graphed against competitors.
What's included:
Fixing wrong AI claims
If ChatGPT thinks your headphones have 20-hour battery life and they actually run 30, the bad info usually traces back to one or two pages. We find the source, get it corrected, and publish authoritative pages on your own site that contradict the stale claim.
What's included:
Visual AI search optimization
Shoppers now query AI with photos. Google Lens, ChatGPT image input, Perplexity image search. We add the structured product images, alt text, and Image schema that let your SKUs surface in visual answers.
What's included:
Quarterly AEO strategy review
AI engines change fast. New models, new retrieval behaviour, new ranking signals every few months. We rerun the audit each quarter, retire prompts that no longer matter, and shift weight to whatever surface is moving in your category.
What's included:
Want to see where your store ranks today?
We run your brand and 3 competitors through 50 category prompts across ChatGPT, Perplexity, Claude, and AI Overviews. You get the citation share gap on a real dashboard.
Get Free Citation Share AuditWhy ecommerce founders pick us for AEO work
AEO is a new service category and most agencies are guessing. Here is what makes our approach different.
We run AEO on real stores
Not theoretical. We have shipped Product schema, llms.txt, Reddit seeding, and citation dashboards for DTC and Shopify stores in our broader portfolio. The playbook is built, not improvised.
Citation share dashboard, not slides
You get a live dashboard tracking your brand mentions across ChatGPT, Claude, Perplexity, and AI Overviews on a weekly cadence. 100 to 200 prompts. Brand mentions are flagged automatically. No monthly PDF theatre.
Reddit work that does not get banned
Most agencies try to astroturf and get the brand blacklisted within a quarter. We seed honest threads: real founder AMAs, real customer comparison posts, real answers to category questions. Slower, but it actually stays up.
Press pitching that lands
We map the actual publications that AI engines pull from for your category, then pitch product editors who care about the product, not the press release. One Wirecutter pick can keep feeding AI citations for over a year.
Product copy a model can actually use
Most product pages were written for skim-on-phone humans. AI engines need specifics. We rewrite top SKUs and category pages with fabric weight, ingredient sourcing, country of manufacture, sizing notes, and honest "this is not for you if" sections.
No fake guarantees
Any agency that promises a ChatGPT citation is bluffing. We do not run OpenAI. We do guarantee the work: schema shipped, llms.txt live, prompt panel running, press pitched, Reddit threads seeded. The citations follow when the work is real.
Wrong-claim cleanup included
If an AI engine keeps quoting wrong battery life, wrong materials, or wrong country of manufacture for your product, we trace the source and fix it. Sometimes it is one Reddit comment from 2022. Sometimes it is an old press release. We hunt it down.
Plays well with SEO and PPC
AEO sits on top of solid technical SEO. We coordinate with whoever runs your SEO and paid spend so schema, content, and budget are not fighting each other. If you need all three, we run all three.
Cancel anytime, no contracts
Monthly rolling. If the citation share is not moving after 90 days, you can stop. Most stores we work with stay 6+ months because the work compounds, but the door is unlocked the whole time.
of shoppers use ChatGPT or Perplexity for product research at least monthly
Where the prompts go:
"Best [category] under $X" prompts now run on AI before Google
Trust an AI recommendation more than a sponsored ad
of category demand routed through AI engines for stores invisible there
Right now, ChatGPT is recommending your competitors
When a shopper asks an AI engine for the best product in your category, 2 or 3 brand names land in the response. The named brands get the click, the trust, and most of the purchase intent. If your store is not one of them, the shopper never even hears about you.
Run 50 category prompts across ChatGPT, Perplexity, Claude, and AI Overviews. See your citation share vs 3 competitors. No commitment.
How we get an ecommerce brand cited by AI
On-site fundamentals first, then off-site authority work, then tracking and tuning. Same six-step playbook for every store we onboard.
Citation share audit
Week 1We run your brand and 3 competitors through 100 to 200 category prompts across ChatGPT, Perplexity, Claude, and Google AI Overviews. The output is a citation share gap and a list of sources the AI is currently pulling from.
Schema and llms.txt
Week 2Ship Product, Offer, Review, and AggregateRating schema across SKUs and collections. Publish llms.txt. Clean up sitemap and robots policy for AI crawlers. The technical floor before the off-site work starts moving.
Product copy rewrites
Week 3-4Rewrite top SKUs and category pages so they read like a Wirecutter review. Specs, materials, sourcing, sizing notes, who it is for and who it is not. The copy a model can actually quote.
Reddit and forum seeding
Month 2Seed honest conversations in the product subs that AI engines pull from for your category. Founder AMAs, comparison threads, real answers to category questions. Slow but durable. Never astroturf.
Editorial press pitching
Month 2-4Pitch product editors at the publications AI engines actually pull from for your category. Wirecutter, The Strategist, GearLab, niche category sites. Founder PR placements where the story fits.
Weekly tracking and tuning
OngoingThe citation dashboard runs weekly. We retire prompts that no longer matter, add new ones as the category shifts, and reshuffle priorities every quarter based on which surface is moving for your brand.
Be the brand cited across every AI engine
Each engine pulls from a different mix of sources and runs on a different update cycle. We track citation share on every platform that matters for ecommerce.
ChatGPT
Perplexity
Claude
Gemini
Grok
Microsoft Copilot
Watch your AI citation share grow week over week
Not Google rankings. Citation share. Every week we run 100 to 200 category prompts and log every brand mention, every source link, every wrong claim. You see the chart, not a PDF.
ChatGPT brand mentions
Tracked across 100+ category prompts every week. We watch your share of the named brand slots over time, not just one prompt.
Perplexity source citations
Perplexity lists its sources inline. We track which of your pages, press features, and Reddit threads get pulled into the citation list.
Google AI Overview citations
When the AI Overview appears for a category query, we track whether your store is one of the cited sources or buried below the fold.
Claude product picks
Claude is conservative with brand names, which means landing in its recommendations is harder and more valuable. We track every model release.
Wrong-claim alerts
If an AI engine starts quoting wrong battery life or wrong materials for one of your SKUs, the dashboard flags it before the bad info spreads.
Citation Share Dashboard
Week 16ChatGPT
132 prompts, 47 brand mentions
Perplexity
128 prompts, 61 source citations
Claude
120 prompts, 22 brand mentions
Google AI Overviews
86 queries, 31 citations
Real AEO results from real businesses
See how our answer-engine work has helped real businesses get cited and recommended by AI search. The same playbook ports cleanly to ecommerce.
115+ Phone Calls Monthly from SEO
Canadian Cell Phone Repair Business Dominates Local Search with $35K+ Revenue
90+ Monthly Seller Calls from Organic Search
Missouri Home Buying Company Generates $70K+ Business Through Strategic SEO
Doctor Becomes Best in Dubai with SEO
UAE Sexologist Gets 130+ Monthly Calls with 1,519% Organic Traffic Growth
View our complete case study collection
View All Case StudiesReady to grow your ecommerce business?
Schedule a free consultation to discover how we can achieve similar results for your business.
Get Free ConsultationWhat to expect from ecommerce AEO
Perplexity citations land first because it pulls live sources. ChatGPT and Claude lag because they wait on model refresh cycles. The full picture takes 6 months.
Technical foundation
Audit, schema across SKUs, llms.txt, product copy rewrites on top SKUs. The on-site work that gives AI engines something clean to ingest.
Off-site authority
Reddit seeding, founder AMAs, press pitching, niche newsletter features. The work that gets your brand into the corpus AI engines pull from.
Citation share growth
Press wins start landing. Reddit threads age into authority. ChatGPT and Claude start naming the brand for category prompts. AI Overviews cite owned content.
Recommendation default
Brand sits in the 2 to 3 named picks for most category prompts. Citations compound. New model releases inherit the existing corpus. Competitors fall behind.
Citations compound. So does the gap.
Every quarter a brand waits, the cited competitors get further entrenched. Press features and Reddit threads from year one keep feeding citations into year two and beyond.
Trusted by businesses across industries
Don't just take our word for it. See what our clients say about partnering with KeyGrow for their Google Ads campaigns.
Based on 50+ client reviews
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Ecommerce Store
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Rob Wetmore
Martial Arts Instructor
"I really like working with KeyGrow team, professional and polite and is extremely responsive. I'm glad that I chose them out of all of the other listings. They have a very good understanding of real estate PPC campaigns."
Mallie
Home Buyer Company
"KeyGrow has been a great help in managing our Google ads account for two businesses that we own. He always responds quickly and is a pleasure to work with!"
Michael Belmont
Energy Provider
"Very responsive, delivered work with a high quality standard. Already completed multiple projects together"
Marcel
B2B Product
"KeyGrow's expertise and dedication in managing our Google Ads PPC campaigns helped us achieve impressive ROI. Highly recommended professional!!"
Jones
Legal Services Firm
"Very good communication and understood business so was able to add some value insights."
Drew Deleon
Realtor
"Great company to work with!!"
Michaella Grassi
Real Estate Agent
"KeyGrow has been working on google ads for my website and he has done a fantastic job it has increased my revenue to roof. Thank you"
Sam
Ecommerce Store
"As always KeyGrow is amazing to work with!"
Grace Kouassi
Real Estate Home Buyer
"KeyGrow's communication and fresh ideas stood out. Junaid is the best Google Ads expert we've worked with, boosting our business."
Jessica
Car Detailer
"KeyGrow fixed my Google Ads quickly and professionally. Their patience and effectiveness impressed me. Very happy with the results."
Rob Wetmore
Martial Arts Instructor
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The prompt categories AI shoppers actually use
Not Google keywords. Prompts. Shoppers ask AI engines in full sentences with filters, exclusions, and pain points layered in. We track these prompt types across every store we work with.
"Best of" category prompts
The biggest single bucket of ecommerce prompts and the hardest to win without press
Comparison prompts
When a shopper has shortlisted 2 brands and asks AI which one to pick
Problem-led prompts
Shoppers describing a problem before they know the product category
Spec and ingredient prompts
Buyers who already know what they want, asking AI to verify or filter
Reddit-flavoured prompts
Buyers explicitly asking for community opinion, not brand marketing
A custom prompt panel for your category
We build a 100 to 200 prompt panel mapped to how shoppers in your category actually phrase questions. Then we run it weekly across ChatGPT, Perplexity, Claude, and AI Overviews.
Common questions about ecommerce AEO
Honest answers to what ecommerce founders actually ask us before they sign on.
Perplexity moves fastest because it pulls live web sources, so we usually see the first citations land within 4 to 6 weeks once press and Reddit work is in motion. ChatGPT is slower because it depends on OpenAI's training cycles and the retrieval connectors that ship with each release. For ChatGPT, plan on 2 to 4 months before a store gets named for category prompts, and longer for crowded categories like skincare or coffee. Claude and Gemini land somewhere in the middle.
Ready to get your store cited? Let's see where you rank today.
We run your brand and 3 competitors through 50 category prompts across ChatGPT, Perplexity, Claude, and Google AI Overviews. You see exactly where your citation share sits and what it would take to close the gap.
Citation share baseline
Your brand mentions across 50 prompts on every major engine
Competitor source map
The Reddit threads and press features feeding your competitors
90-day AEO roadmap
The specific work that would move your citation share