Which AI engines does SeenRank track?

ChatGPT, Claude, Perplexity, and Google AI Overview. We run real queries against each one weekly and parse the responses for whether your business is mentioned, where, and what was said about you.

How is this different from regular SEO tracking?

Regular SEO tools check Google's ten blue links. SeenRank checks the answers AI engines now give above and beside those links. Different surface, different ranking signals, different game.

How are queries chosen?

When you add a business, SeenRank suggests 20 queries based on your category and audience, the kind of buying-intent questions real customers type into ChatGPT or Claude. You can edit the list, add your own, or use ours.

What does the why-you-weren't-cited report do?

Each week, Claude reads the AI responses your business missed and writes three specific, concrete recommendations. Things like publish a comparison page on this exact topic or answer this question on your FAQ.

Can I run this on multiple businesses for clients?

Yes. Agency plans add white-label PDF reports, a shareable client dashboard, bulk CSV import, and a weekly digest summarizing every client. The Agency+ plan adds API access and a custom subdomain.

Do you store the raw AI responses?

Yes. We store the full raw response for every query so you can audit exactly what the AI said and screenshot it for clients. Stored securely in Supabase.

Does this work for SaaS, B2B, e-commerce, or service businesses?

Yes. SeenRank works for any business in any category. Local services, SaaS, e-commerce, B2B, agencies, creators. If a customer might ask an AI engine about your category, we track whether you're cited.

One click in the billing page. No phone calls, no please-don't-leave emails. You can also downgrade or pause.

SeenRank Blog

Google's I/O 2026 AI search update: what changed for getting cited

Updated 2026-06-16. By the SeenRank team.

Short answer: Google's I/O 2026 update changed the signal that decides which brands get named in AI answers. Ranking in the top ten matters less than it did. What matters now is whether an AI engine can pull a clean, trustworthy passage about you, and whether real people are talking about you in places like Reddit. This post covers the three changes that move the needle and what to do about each.

What actually changed at I/O 2026

Three changes from Google I/O 2026 directly affect whether your business gets cited:

Community Perspectives. AI Overviews now pull quotes from Reddit threads, niche forums, and social posts straight into the answer, with the author's name or handle attached. These target the queries where lived experience matters: product picks, vendor comparisons, "who should I hire" questions.
Expert Advice blocks. A new block surfaces first-hand perspectives from forums, social media, and review sites. First-hand beats restated.
Citation-worthiness over rank. Ranking in the top ten used to drive most AI Overview citations. By early 2026 it drove far fewer. The new question an AI engine asks is not "does this page rank" but "can I lift a clean, confident, trustworthy passage from it."

Why rank stopped being enough

Ranking still gets your page indexed, which is the price of entry. But once a page is in the index, the AI engine decides which exact sentences to extract and attribute. That decision rewards clear structure and a direct answer, not link count. A page can rank #3 and never get cited because its opening buries the answer under preamble. A page can rank #11 and get cited because its first paragraph answers the question in two clean sentences.

This is good news for smaller businesses. You do not need to out-link an incumbent. You need a page an AI engine can quote without hesitating.

Reddit is now a front door, not a side street

Reddit is the single most-cited source across ChatGPT, Perplexity, and Google's AI surfaces. With Community Perspectives, a Reddit thread that recommends a competitor in your category can put that competitor inside the AI answer and leave you out, even if your own site is solid.

You cannot fake this. The AI systems are good at spotting astroturfing, and a burst of fake praise gets discounted or penalized. What works is genuine participation: find the threads where your buyers actually ask "who should I use for X in [city]," and give a real, useful answer. One honest answer on the right thread beats ten promotional ones.

This is exactly why SeenRank added a Community Perspectives view. It watches the subreddits your buyers use and flags the threads where a competitor was named instead of you, and the open threads where no brand has been named yet. Those open threads are the cleanest opportunities.

The moves that matter now

Five things to do, in order of leverage:

1. Make your top pages quotable

Open your highest-revenue page. Read the first paragraph. If it does not answer the buying-intent question in 40 to 55 words with no preamble, rewrite it. That single paragraph is what an AI engine reaches for first.

2. Add first-hand proof

The Expert Advice block rewards lived experience. Add a real customer quote, your own opinion with your name attached, original data, or a photo you took. Restating what everyone else says gets deduplicated to nothing.

3. Show up in community threads honestly

Pick two or three subreddits where your buyers hang out. Answer real questions usefully. Mention your brand only when it genuinely fits. This is slow-compounding and it is the lever Community Perspectives just turned on.

4. Keep your content current

Pages with current-year signals get cited at a higher rate. Update real content and update the modified date when you do. Do not fake it; AI systems and Google both notice stale pages dressed up as fresh.

5. Watch sentiment, not just whether you are named

Getting named is only half the story. If AI engines describe you neutrally or negatively when they do name you, that shapes the buyer's impression before they ever click. SeenRank tracks sentiment on every answer where you show up, so you can fix a bad impression, not just a missing one.

Run a free SeenRank check now → See whether ChatGPT, Claude, and Perplexity name you today, who they name instead, and what to fix first.

FAQ

Does ranking in Google still matter for AI search?

Yes, but less directly. Ranking gets your page indexed and crawlable, which is required. It no longer decides which passages get cited. After I/O 2026, citation-worthiness (clean, extractable, trustworthy passages) is the signal that picks which brands get named in AI answers.

What are Community Perspectives in AI Overviews?

Community Perspectives is a Google I/O 2026 feature that pulls quotes from Reddit threads, forums, and social posts directly into AI Overview answers, with the author credited. It targets queries where real experience matters, like product and vendor recommendations.

Can I pay to appear in Community Perspectives?

No. There is no paid placement, and fake engagement gets detected and discounted. The only durable path is genuine, useful participation in the threads where your buyers actually ask questions.

How do I know if AI engines mention my business at all?

Run a free check. SeenRank queries ChatGPT, Claude, and Perplexity with the questions your customers ask and tells you whether you show up, who shows up instead, and the highest-impact fix. No signup needed for the snapshot.

Run a free SeenRank check now →