Rank your products when shoppers ask AI instead of Google
FogTrail is the AEO platform for DTC and Shopify brands. We monitor how ChatGPT, Perplexity, Claude, Gemini, and Grok recommend products in your category, then run multi-channel campaigns across blog, Reddit, and YouTube to get your brand into the answer. Human-reviewed. Never auto-published.
Pro $299/mo (blog + Reddit). Max $599/mo (adds YouTube Q3 2026). 20% off annual. Cancel anytime.
Shoppers are asking AI. AI is naming your competitors.
The top of funnel shifted. The shopper who used to type "best running shoes for flat feet" into Google now asks ChatGPT or Perplexity. The answer is a two-brand recommendation with citations. If your brand is not one of those two, you lost that shopper before they ever saw a product page, ad, or influencer.
The surfaces AI pulls from are not your product pages. Here is the real picture.
Shoppers ask ChatGPT before they search Google
The question is no longer "does Google know my product." It is "does ChatGPT recommend my product when a shopper asks for the best in the category." Most DTC brands have no idea.
AI recommendations are built on Reddit and YouTube
Perplexity pulls heavily from YouTube reviews. Grok cites Reddit 13 times more than other engines. If your brand has no Reddit footprint and no YouTube coverage, AI has no reason to mention you in a product comparison.
Product comparison queries are the new category page
Shoppers do not scroll category pages. They ask "best running shoes for flat feet under $150" and get a two-brand answer. If you are not one of those two brands, you never entered the consideration set.
Generic SEO does not rank product pages in AI
Your collection pages and PDPs were optimized for Google keywords. AI engines pull from review content, forum threads, and video reviews. Traditional ecommerce SEO does not touch those surfaces.
Multi-surface campaigns across the channels AI actually reads
A DTC brand with only a blog is a stranger to AI. A brand with a blog, an active Reddit footprint, and YouTube coverage is a brand AI recognizes. Each tier adds a surface. Each surface strengthens the entity signal that drives citations.
Monitor how AI engines recommend in your category
Every 48 hours, FogTrail queries all 5 AI engines with product-comparison questions your shoppers actually ask. We track which brands get named for "best X under $Y" and "top 3 X for Z."
Map the competitor narrative per query
We extract which products ChatGPT is recommending, what framings it uses, and what source content is driving those recommendations. You see exactly why your competitors are being picked over you.
Anchor blog content that positions your product
FogTrail writes comparison articles, buying guides, and use-case pages that target the exact queries AI engines ask. Citation-optimized from the first draft, published to your CMS after your review.
Reddit engagement where AI looks (Pro tier)
Pro tier unlocks Reddit campaigns through Postiz. FogTrail identifies category threads AI engines already cite, proposes value-first comments that improve your entity signal, and never posts without your approval.
YouTube coverage for Perplexity and Gemini (Max tier, Q3 2026)
Max tier will include YouTube campaigns. Perplexity and Gemini pull heavily from YouTube. Product reviews, unboxings, and comparison videos build entity signal where written blog cannot reach.
Verify citations improve across all 5 engines
After content goes live, FogTrail rechecks citations every 48 hours and reports per-engine, per-query wins and losses. You see which campaigns moved the needle instead of guessing.
From $299 per month, in context
DTC brands measure cost per acquisition, not budget categories. Here is how FogTrail compares to the alternatives you are already spending on.
| Option | Weekly cost | What you get |
|---|---|---|
| Pro $299/mo | $75 per week | Blog + Reddit, 50 queries tracked, 25 articles per month. The right fit for most DTC brands under $5M revenue that need multi-surface entity signal. |
| Max $599/mo | $150 per week | Blog + Reddit + YouTube (Q3 2026). 100 queries, 50 articles per month. The right fit for brands past $5M revenue or brands in review-driven categories (electronics, beauty, home goods). |
| Ecommerce agency retainer | $750 to $2,500 per week | AEO agencies charge $3,000 to $10,000 per month with 6-month minimums. Usually 5 to 10 articles and no Reddit or YouTube execution. |
| Influencer seeding budget | $1,000+ per week to start | Seeding creators on YouTube and TikTok is effective for organic search, but none of that content is indexed for AI citation unless you layer anchor content and Reddit on top. |
Pro tier is $299 per month for blog and Reddit, or roughly $75 per week. That is less than one paid influencer seeding post. For less than one week of a typical agency retainer, FogTrail runs your entire AEO function for a month.
What a DTC brand gets from Pro tier
Modular by channel. Pick the tier that matches your channel mix, upgrade when you want to add the next surface.
ChatGPT, Perplexity, Claude, Gemini, and Grok. Every cycle, every query, on every tier.
Tracked per account. Seed with "best X for Y," "top 3 under $N," and review-round-up queries your shoppers ask.
Modular by channel. Pro adds Reddit where ChatGPT and Grok pull product recs. Max adds YouTube where Perplexity and Gemini pull reviews.
Monitoring, extraction, analysis, and campaign proposal every two days. Ecommerce categories move fast. FogTrail moves with them.
Every blog draft, every Reddit comment, every YouTube title goes through your approval. No auto-publishing slop attached to your brand.
After content ships, FogTrail rechecks each tracked query across all 5 engines and reports which articles earned citations.
Reddit, done responsibly
Reddit partnerships with Google and OpenAI mean detected manipulation generates negative citations that compound across every AI engine. FogTrail enforces a 95/5 value-to-promotion ratio, brand mentions in no more than 1 in 5 interactions, and human approval on every single Reddit post. Autopilot never applies to Reddit. This is a hard safety rail, not a setting you can turn off.
Ecommerce questions
The questions DTC operators ask before signing up. No fluff.
Get recommended when shoppers ask AI
From $299 per month on Pro. Blog + Reddit. 50 queries tracked. 25 articles per month. Human-reviewed, never auto-published. Modular by channel so you can add YouTube coverage when Max lights up.