The most complete AI visibility snapshot we could find.*
Free, in about ten minutes.
Find out whether the AI engines recommend you, how far behind you are, and what to do about it. No card, nothing to connect.
And we really searched. Nearly 50 one-off scans, free and paid, side by side. A few beat us at one thing. None does all of it.
Do you need to invest in AI visibility?
Yes. Urgently.
4 in 5 answers recommend a rival instead of you.
Recommended instead of you
- Loopline 76%
- Quillboard 56%
- TaskHarboryou 19%
What you'll know in ten minutes.
One report you can forward to whoever asked.
Whether you need this at all.
Your Heralded Score, with its range, and a plain verdict on how urgent it is.
14Heralded Score, out of 100
Range 9 to 19
- Not yet
- Worth watching
- Urgent
Four in five answers recommend a rival and never mention you.
The score is the average of
- Mentioned
- 19%13 to 25, 4th of 4
- Recommended
- 9%5 to 13, 4th of 4
How AI describes you, not in the score
- Understood
- 50%30 to 70
- Praised
- 20%8 to 40
Who gets recommended instead of you.
Your main rivals, and how often each is named instead of you.
- Loopline 76%
- Quillboard 56%
- Northdeck 45%
- TaskHarboryou 19%
Share of answers that name each brand.
How the engines describe you.
And where they get it wrong.
- ChatGPT
TaskHarbor is an async-first tool for remote engineering teams.
Right - Gemini
TaskHarbor is a time-tracking app for agencies.
Wrong
Which sources decide the answer.
Sorted by tier, and whether any of them mention you.
- Editorial Best PM tools for async teams 2026remotestackweekly.com 3 engines Not mentioned
- Reviews Project management softwareg2.com/categories 2 engines Listed, positive
- Community "What PM tool does your remote team use?"reddit.com/r/ExperiencedDevs 2 engines Not mentioned
- Rival Loopline vs the alternativesloopline.com/compare 2 engines Named, unkindly
Which of your pages get cited.
If any.
- taskharbor.io/Cited by 3 engines
- /integrationsCited by 1 engine
- /pricingNever cited. Blocked for AI crawlers.
What to do next.
The quickest gain is off your site: RemoteStack Weekly's list is cited by three engines and names every rival but you.
We checked nearly 50 one-off scans; the Snapshot covers 7 of 7 things we compared, the best free alternative covers 2. See the comparison
Ten minutes. No card. One very honest report.
Enter your domain and find out what the engines tell your buyers about you.
FAQ
Which engines does it check?
ChatGPT, Gemini, Google AI Overviews and Google AI Mode. Claude isn't part of the Snapshot; it's an add-on in the Command Center.
Is it really free?
Yes. It's free to run, and you don't need an account.
How long does it take?
About ten minutes.
How is it different from the Command Center?
The Snapshot is one read on one day. The Command Center reads every day on the questions you choose and turns what it finds into work agents carry through.
"Most complete." Doesn't everyone say that?
Probably. We checked nearly 50 one-off scans, free and paid, and published the comparison, including where some beat us. It's here.
Want this every day, with agents working on what it finds? That's the Command Center.
Need more than one Snapshot? Extra ones are available as credits.