Recommendation
Whether ChatGPT, Gemini, or a Google answer surface names your brand for a buyer question.
Track when AI answers mention your brand, which sources they cite, and which competitors appear instead. Not another vanity score — mentionpop turns weekly sampled observations into timestamped evidence and three prioritized actions.
Weekly AI mention report
Radiant Plumbing · Austin, TX
Combined visibility
GEO mentions
AEO surfaces
We turn volatile AI answers into a dated record of recommendations, positions, sources, competitors, movement, and the next work worth doing.
Whether ChatGPT, Gemini, or a Google answer surface names your brand for a buyer question.
Where your brand appears when an answer recommends several products, services, or businesses.
Which pages and domains support the answer, including whether your own website earns the citation.
Who appears instead of you and which competitors repeatedly win the recommendation.
What changed between weekly observations so you can separate progress from isolated AI output.
The source, content, and entity improvements most likely to close the observed visibility gap.
Example buyer prompt
“Best project management software for a growing startup”
The question represents real buying intent. mentionpop reruns controlled prompts so the evidence can be compared over time.
Example output
Priority action
Publish a decision-ready comparison page, strengthen product entity facts, and earn supporting mentions from sources already trusted for this prompt.
We asked ChatGPT and Gemini the same buyer question 16 times. Watch the “top pick” change, watch the middle tier flicker, and watch a few names never show up at all. The bars fill with our real pilot data.
“What's the best CRM for a small B2B sales team?”
Brands this engine named:
A single check shows you only this snapshot — a lucky mention or an unlucky miss.
Salesforce — the market leader — showed up in just 38% of answers, and Copper never appeared. Appearance rate over repeated, dated observations is the honest metric.
Scan your SaaS, website, or local business. We sample three buyer-intent answers and show whether the brand appears, which sources get cited, and the first corrective move. Paid monitoring adds configured competitor tracking.
Monitor recommendations synthesized by AI answer engines: who gets named, in what order, and which sources support the answer.
See whether a brand earns the extracted, zero-click surfaces buyers encounter before they ever visit a website.
Learn what each visibility signal means, how it is measured, and where to focus before investing in content or digital PR.
mentionpop turns volatile AI outputs into a dated operating record. You are not selling a magic rank; you are showing observable change and the work behind it.
Run the same category or local buyer prompts on a controlled weekly cadence.
Store engine, location, timestamp, raw response, mentions, and citations.
Use GEO/AEO scores, movement, competitor signals, and three prioritized fixes.
Weekly AI mention report
Radiant Plumbing · Austin, TX
Combined visibility
GEO mentions
Plain-English movement. Prompt-level evidence. Competitors surfaced by the engines. Three actions a founder, marketer, or client can understand.
mentionpop is new, so there is no wall of client badges here and nothing borrowed to imply otherwise. What there is: original measurements you can check, the method that produced them, and the finished deliverable to read before you buy.
96 observations
The same buyer questions asked 16 times across 6 software categories. Category leaders appeared in every run; Salesforce appeared in 38% of SMB CRM answers.
Inspect ↗First-party dataset4 crawlers
GPTBot, ClaudeBot, PerplexityBot and Google-Extended tested against live robots.txt, with the raw results published as a downloadable CSV.
Inspect ↗Open methodFull protocol
Prompt construction, evidence capture, answer framing, claim checking and the confidence rules — written down so the numbers can be argued with.
Inspect ↗See the deliverableReal report
The document a client actually receives, with prompt-level evidence and the quote behind every verdict, before you pay anything.
Inspect ↗Built for founders who need a real baseline and consultants who need repeatable client evidence.
1 brand · yours or a client
$149/month
5 brands · team or client portfolio
$399/month
15 brands · agency portfolio
$899/month
More than 15 brands or locations? Chains and franchise networks start with a portfolio audit →
Prefer a one-time engagement instead of a subscription? See the $499 Action Audit and $999 Citation Sprint below ↓
USD · Dodo Payments merchant of record · cancel anytime · founding price locked 12 months
Founding services add human judgment to mentionpop's observations. Start with the free baseline so we can confirm the deeper audit is useful for your brand.
One-time diagnostic
$499
A human-reviewed visibility baseline for a brand that needs to know where it loses recommendations and what to fix first.
Assisted implementation
$999
A focused implementation plan for teams that want help turning the audit into citation-ready pages, entity signals, and measurable follow-up.
Track sampled mentions. Catch cited sources. Show what changed.
Run the free scan