Why Kelsey

A mention is not
a market position

Most AI search tools count appearances. Kelsey investigates the narrative behind them, why competitors win, and what your website needs to prove next.

The problem

AI answers change. The pattern matters.

A brand can appear, disappear, or move behind a competitor from one answer to the next. The repeated reasons behind those changes are what your team can act on.

ChatGPT Recommended

Recommended first

Why: Fast setup

Mentions your product as the top choice because of ease of setup and quick time to value.

Source: northstar.com/why-northstar

Perplexity Alternative

Included as an alternative

Why: Flexible workflows

Positions your product as a strong alternative with flexible workflows for growing teams.

Source: g2.com/categories/crm

Google AI Mode Missing

Not mentioned

Why: Missing implementation proof

Does not mention your product because implementation proof is not evident on your site.

Source: zapier.com/blog/best-crm

Different answers. The same decision criteria.

The Kelsey difference

Follow the evidence behind the answer

Kelsey connects what AI said to the sources, claims, and pages that shaped it, then turns the gap into specific work.

01 Answer

See how you were positioned

Start from the buyer question, the mention state, and the platform that produced the answer.

What is the best CRM for growing teams?

Not mentioned in Google AI Mode

02 Sources

Trace the pages that shaped it

See the cited pages and external sources that taught AI this version of your product.

zapier.com/blog/best-crm

g2.com/categories/crm

View sources →

03 Verify

Check the claim against Product Facts

Compare what AI said with the company-approved facts your team already stands behind.

AI claim: Implementation is fast and well documented.

Product Fact: We provide a migration guide and 2-day onboarding.

View claim accuracy →

04 Improve

Change the page that matters

Turn the gap into a specific website improvement, then measure the affected buyer questions after you publish.

Add migration proof to the comparison page with a customer example and implementation timeline.

View opportunities →

More than tracking

Tracking is the starting point, not the conclusion

Capability Other AI tracking tools Kelsey
Detect if you appear Yes Yes
Track frequency over time Yes Yes
See which competitors appear Yes Yes
Identify the market narrative No Yes
See which criteria competitors own No Yes
Verify claims against Product Facts No Yes
Trace claims to sources and pages No Yes
Recommend the website change to test No Yes

Questions Kelsey answers

See the category, audience, strengths, weaknesses, and use cases AI repeatedly associates with your product. Compare that narrative with the position assigned to your competitors.

Find the requirements that repeatedly influence recommendations, such as implementation, integrations, security, migration, support, or proof of results. See where buyers are being given more confidence in a competitor.

Compare AI-generated descriptions with company-approved Product Facts. Find inaccurate, incomplete, outdated, and unsupported claims before they become part of the buying conversation.

Trace each finding back to the answers, external sources, product pages, and supporting passages shaping it. See whether the problem begins with missing proof, conflicting claims, weak site structure, or evidence AI cannot retrieve.

Turn the investigation into a specific website improvement. Kelsey identifies the claim, proof, page, or comparison that should change first, then measures the affected buyer questions after publication.

Get started

See what AI is teaching buyers about your product

Create your Kelsey workspace to track buyer questions, competitors, repeated scans, AI Accuracy findings, supporting sources, and website evidence gaps.

Run a free scan