Does ChatGPT recommend your product?
Buyers ask ChatGPT, Claude and Gemini which tool to use. FrontStat asks them every day, shows who they name instead of you, and emails you the day an answer changes.
Free. No card. Answers in about 30 seconds.
ChatGPT
Claude
Gemini
FrontStat
ChatGPT, Claude and Gemini recommend Pawbook in 4 of 15 answers, up 7 points this week. GroomDesk is named most (7 answers); you rank #3 of 6.
AI visibility Fair
27%
Recommended in 4 of 15 answers · +7 pts in 7 days
ChatGPT
40%
2 of 5 answers
Claude
20%
1 of 5 answers
Gemini
20%
1 of 5 answers
AllChatGPTClaudeGemini
- ChatGPT now recommends Pawbook for "Which scheduling tool works for a mobile dog groomer working alone?".
- Snoutbook now appears in 3 answers.
Your 5 buyer questions
Found in 3 of 5 · 5 of 10 questions used. Each question opens on the full answers.
| Question | ChatGPT | Claude | Gemini |
|---|---|---|---|
| MissingGroomDesk | MissingBarkly | Recommended | |
For a grooming salon, GroomDesk is the most complete option: online booking, text reminders and a client card with vaccine dates. Barkly is a good pick if you want something simpler, and Snoutbook suits salons with several groomers. Cited: capterra.com, reddit.com
Barkly and GroomDesk come up most often among grooming salon owners. Barkly is praised for its simple calendar; GroomDesk for reminders and payments in one place. Cited: reddit.com, g2.com
Popular choices include Pawbook, which salon owners like for its two-tap rebooking, GroomDesk for larger teams, and Barkly for solo groomers. Cited: capterra.com, youtube.com | |||
| Recommended | MissingGroomDesk | MissingSnoutbook | |
Pawbook sends a text the day before and again two hours ahead, and lets the owner confirm with one tap. GroomDesk and Snoutbook offer reminders too. Cited: capterra.com
GroomDesk has the most configurable reminders: text, email, and a follow-up when a client does not confirm. Cited: g2.com
Snoutbook and GroomDesk both include automatic text reminders on every plan. Cited: trustpilot.com | |||
| MissingBarkly | MissingBarkly | MissingSnoutbook | |
Barkly is the usual answer: about half the price, with booking and reminders but fewer reports. Cited: reddit.com
Barkly is the lower-cost option most often mentioned by small salons. Cited: reddit.com, capterra.com
Snoutbook has a free plan for one groomer and is often suggested as the budget choice. Cited: quora.com | |||
| Recommended | Recommended | MissingTailwag | |
Pawbook is a good fit for a solo mobile groomer: route-aware slots and deposits at booking. Tailwag is another option built for vans. Cited: reddit.com
Pawbook and Tailwag are the two I would look at. Pawbook groups appointments by area, which saves driving time. Cited: youtube.com
Tailwag is designed for mobile groomers and plans the route between appointments. Cited: capterra.com | |||
| MissingGroomDesk | MissingGroomDesk | MissingBarkly | |
Most salons use GroomDesk for this: each pet has a card with notes, photos and vaccine expiry dates. Cited: capterra.com, g2.com
GroomDesk is the most common answer; its pet card stores vaccine records and warns before they expire. Cited: g2.com
Barkly keeps a simple client record with vaccine reminders, and GroomDesk offers a more detailed pet profile. Cited: trustpilot.com | |||
Who AI search recommends
You rank #3 of 6. Answers that name each product, out of 15.
Sites AI search cites
Get mentioned on these pages to be recommended. Your own site: 2 of 15 answers.
Your site 2Rivals' sites 6Reviews and directories 9Communities and social 7Other sites 3
Your next 4 moves
Ranked by how many answers each can change.
- 01Get mentioned on capterra.com and reddit.comHigh impact
AI search cites capterra.com in 6 answers and reddit.com in 5 for your buyer questions. Find the page it cites and ask to be added to it. Can change up to 11 answers.
- 02Publish a page AI search can citeMedium impact
Your site was cited in 2 of 15 answers. A page that answers your main question in its title, with a short comparison, gives AI search a page of yours to cite. Can change up to 4 answers.
- 03Fix how Gemini describes PawbookMedium impact
Asked "What is Pawbook?", Gemini finds little. Say what it does and who it is for in the first sentence of your homepage and in its meta description. Can change up to 4 answers.
- 04List on 1 more launch siteLow impact
Start with BetaList. Can change up to 1 answer.
Launch checks
Score 71 of 100 · up to 90 with your fixes. Listings, links Google counts, and search for your name.
Listings
19 / 25
3 launch sites
Links
12 / 25
1 Google counts
Search
25 / 25
1st for your name
AI search
15 / 25
1 of 3 recommend
| Site | Listed | Link |
|---|---|---|
| Product Hunt | 12 Sep | Marked nofollow |
| Uneed | 14 Sep | Counts for Google |
| Fazier | 15 Sep | Marked nofollow |
- 1pawbook.example
- 2producthunt.com /products/pawbook
- 3capterra.com /p/pawbook
Two weeks at Pawbook, a sample workspace with made-up names. Check your own product →
How it works
Paste your URL. FrontStat does the asking
- 01It writes your buyer questions
From your site, the way a buyer asks an AI engine, without your name in them. Edit them or add your own, up to 10.
- 02It asks ChatGPT, Claude and Gemini every day
Each question, each engine, with web search on: the answer a real buyer gets.
- 03It shows who wins instead
The rival named in your place, and the sites the answer was built from.
- 04It emails you the day an answer changes
One email when an engine starts or stops recommending you. Nothing in between.
| Question | ChatGPT | Claude | Gemini |
|---|---|---|---|
| What is the best booking software for a dog grooming salon? | GroomDesk | Barkly | Yes |
| Which grooming app sends automatic appointment reminders by text? | Yes | GroomDesk | Snoutbook |
| What is a cheaper alternative to GroomDesk for a small salon? | Barkly | Barkly | Snoutbook |
| Which scheduling tool works for a mobile dog groomer working alone? | Yes | Yes | Tailwag |
| What software do pet groomers use to keep client records and vaccine dates? | GroomDesk | GroomDesk | Barkly |
What you get
The answer, the rival, the source and the fix
Everything comes from the answers themselves. Nothing to set up, no prompts to write.
| What is the best booking software for a dog grooming salon? |
| Which grooming app sends automatic appointment reminders by text? |
| What is a cheaper alternative to GroomDesk for a small salon? |
| Which scheduling tool works for a mobile dog groomer working alone? |
Five to start, without your name in them. Edit them or add your own, up to 10.
| Question | ChatGPT | Claude | Gemini |
|---|---|---|---|
| What is the best booking software for a dog grooming salon? | GroomDesk | Barkly | Yes |
| Which grooming app sends automatic appointment reminders by text? | Yes | GroomDesk | Snoutbook |
| What is a cheaper alternative to GroomDesk for a small salon? | Barkly | Barkly | Snoutbook |
- 01Get mentioned on capterra.com and reddit.comHigh impact
AI search cites capterra.com in 6 answers and reddit.com in 5 for your buyer questions. Find the page it cites and ask to be added to it.
- 02Publish a page AI search can citeMedium impact
Your site was cited in 2 of 15 answers. A page that answers your main question in its title, with a short comparison, gives AI search a page of yours to cite.
- 03Fix how Gemini describes PawbookMedium impact
Asked "What is Pawbook?", Gemini finds little. Say what it does and who it is for in the first sentence of your homepage and in its meta description.
From Alex from FrontStat
Claude now recommends Pawbook
Hi,
Claude now recommends Pawbook when a buyer asks “What is a cheaper alternative to GroomDesk for a small salon?”.
Open my dashboardThis week on FrontStat
50 of 67 products we checked this week are not recommended by ChatGPT, Claude or Gemini. Their buyers hear about someone else.
The front page
This week's top launches
New products ranked by how easily buyers can find them: launch listings, links Google counts, search for their name, and AI search. How we score
-
1
ExtraDockAdds multiple customizable docks to macOS, on any display, alongside or instead of the native Dock. 76
- Listings2 sites
- Links2 of 2 count
- Search1st for its name
- AI2 of 3 recommend
-
- Listings1 site
- Links1 of 1 count
- Search1st for its name
- AI3 of 3 recommend
-
3
TrophyGamification platform with an API and MCP server that adds achievements, streaks, points and leaderboards to consumer apps. 75
- Listings1 site
- Links1 of 1 count
- Search1st for its name
- AI3 of 3 recommend
-
4▲32
JoryioA customer engagement platform that runs email, SMS, WhatsApp, push and in-app journeys from one place, with AI-built content and revenue analytics. 65
- Listings2 sites
- Links2 of 2 count
- Search1st for its name
- AI0 of 3 recommend
-
- Listings1 site
- Links1 of 1 count
- Search1st for its name
- AI2 of 3 recommend
-
6
PockettySSH terminal for iPhone and iPad that pings you when a coding agent is blocked and waiting for input. 61
- Listings1 site
- Links1 of 1 count
- Search1st for its name
- AI0 of 3 recommend
-
7▲1
AgentSocialXNetwork where people build AI second brains that learn from other members' brains and answer questions. 61
- Listings1 site
- Links1 of 1 count
- Search1st for its name
- AI0 of 3 recommend
-
8▲1
RailcodeSecure cloud for internal apps and agents: auth, permissions, data and connectors in one place. 61
- Listings1 site
- Links1 of 1 count
- Search1st for its name
- AI0 of 3 recommend
-
9▲1
QuikAuthorTurns documents and videos into interactive microlearning courses with AI-generated quizzes, learner tracking and SCORM export. 60
- Listings1 site
- Links1 of 1 count
- Search1st for its name
- AI1 of 3 recommend
-
10▲1
WearViewCreates fashion product photos with AI-generated models for e-commerce clothing brands in seconds. 60
- Listings1 site
- Links1 of 1 count
- Search1st for its name
- AI1 of 3 recommend
Pricing
Free to check. Pro to track every day
Free
$0
One buyer question, checked for you.
- Who ChatGPT, Claude and Gemini recommend instead of you
- What to fix first
- An email when their answer changes
FrontStat Pro · founding price until 31 October
$19/month$39
7 days free, no card.
- Up to 10 questions your buyers ask (5 to start), on ChatGPT, Claude and Gemini, every day
- The rivals named in your place, and the sites AI search cites
- An email the day an AI engine starts or stops recommending you
- Ranked fixes, CSV export, a share link and an MCP server
Questions
Before you ask
Why not just ask ChatGPT myself?
One chat is one answer, once, and answers change from day to day. FrontStat Pro asks ChatGPT, Claude and Gemini up to 10 of your buyer questions every day, without naming you, and emails you when an answer changes.
How do I get my product recommended by ChatGPT?
Get named on the pages AI search engines read: launch sites, comparison pages, reviews and forums. FrontStat shows which sites they cite for your buyer questions, so you know where to get mentioned. Nobody can guarantee an answer, so be wary of anyone who does. How to get recommended by ChatGPT.
What is free, and what is Pro?
Free: a report on your product, and an email when an AI answer changes. Pro: up to 10 buyer questions checked every day, 7 days free, then $19 a month (then $39).
What is AI visibility?
How often AI search engines like ChatGPT, Claude and Gemini recommend your product when someone asks for a tool like yours, as a share of their answers. FrontStat checks it free in about 30 seconds.
