Promptwatch vs Ansvisor 2026
The platform we run client GEO on versus Empler AI's MIT repo and $49 cloud. What we would buy, what their May comparison gets wrong.
We get this comparison when a developer on the client side stars Ansvisor and asks why the retainer still includes Promptwatch. Short answer: we can respect a public repo and still need crawler logs, citation depth, and a publish path we already run. Ansvisor's own comparison (15 May 2026) says Promptwatch only monitors. That is not the product we log into.
We get this comparison when a developer on the client side stars Ansvisor and asks why the retainer still includes Promptwatch, and the question is fair. The short answer is that we can respect a public repo and still need the three things a repo does not give us: crawler logs, citation depth, and a publish path we already run. Ansvisor's own comparison, dated 15 May 2026, says Promptwatch only monitors. That is not the product we log into, because the product we log into also publishes and reads CDN logs, and we would not keep a retainer on a tool that only watched.
How we compared them this week
Ansvisor site, pricing, about, traffic feature, llms.txt, README, 29 August 2026. Promptwatch from the sheet we trust (23 August 2026). We did not borrow the 50x Scale quote or the Branch 35% tile.
How we compared them this week is the provenance a client can audit. The Ansvisor side came from the site, pricing, about, the traffic feature, llms.txt, and the README, all read on 29 August 2026. The Promptwatch side came from the sheet we trust, dated 23 August 2026. We did not borrow the 50x Scale quote or the Branch 35% tile, because those are vendor claims we cannot source, and a client deck that carries an unsourced quote is a deck we cannot defend.
People: Gokhan Geyik, Cihan Geyik. License MIT, Empler AI Inc. Launch claim 15 May 2026. GitHub 102 stars that day.
The people and the license are the identity of the Ansvisor side. Gokhan Geyik and Cihan Geyik are the co-founders. The license is MIT, under Empler AI Inc. The launch claim is 15 May 2026, which is the date on the traffic page. GitHub stood at 102 stars that day, which is the popularity signal we cite as a number, not as a verdict.
What we would put in a client deck
| Question the client asks | What we answer |
|---|---|
| Can we host it? | Ansvisor yes, with Supabase and Cloro. Promptwatch is SaaS. |
| Who sees if ChatGPT cited us on day one for $0? | Promptwatch Explore. Ansvisor trial copy is a mess (Pro / Starter / 7-day demo). |
| What is $49? | Ansvisor Starter, two engines, 50 prompts. Not Promptwatch Essential at $95. |
| What is ~$250? | Ansvisor Growth 200 prompts vs Promptwatch Professional 25M crawler logs. Different goods. |
| Who publishes to Webflow? | Promptwatch Content Agents. Ansvisor briefs. |
| Who reads GPTBot from a CDN? | Promptwatch. Ansvisor snippet. |
The client-deck table is the one we would put in front of a steering committee, and each row answers a question a client asks. Can we host it: Ansvisor yes, with Supabase and Cloro, and Promptwatch is SaaS, which is the first fork in the road. Who sees if ChatGPT cited us on day one for $0: Promptwatch Explore, and Ansvisor trial copy is a mess of Pro, Starter, and a 7-day demo, which is the reason we do not point a client at the Ansvisor trial for a day-one answer. What is $49: Ansvisor Starter with two engines and 50 prompts, not Promptwatch Essential at $95, which is the line that stops a client from comparing two different $49 and $95 numbers as if they were the same shape. What is ~$250: Ansvisor Growth with 200 prompts against Promptwatch Professional with 25M crawler logs, which are different goods and not a price match. Who publishes to Webflow: Promptwatch Content Agents, and Ansvisor briefs, which is the difference between a published page and a brief. Who reads GPTBot from a CDN: Promptwatch, and Ansvisor with a snippet, which is the difference between a CDN log and a page script.
Engine fights on Ansvisor (Claude, Grok) go in a footnote. We do not pretend the README list is the Starter SKU.
The engine fights on Ansvisor, where Claude and Grok appear on the README but not on the paid card, go in a footnote, because a footnote is where a mismatch belongs. We do not pretend the README list is the Starter SKU, because a client who buys Starter on the strength of the README list buys a product that does not ship what the README promises.
What we would buy
Internally: Promptwatch stays. We might clone Ansvisor for a lab, not for client KPIs.
What we would buy is the question behind the comparison, and the answer is split by use case. Internally, Promptwatch stays, because it is the platform we run client programs on. We might clone Ansvisor for a lab, not for client KPIs, because a lab is where inspectable code earns its keep and a client KPI is where a hosted log earns its keep.
For a client with a platform team: they can self-host Ansvisor; we still bill Promptwatch. Two systems, one number in the QBR.
For a client with a platform team, the split is clean. They can self-host Ansvisor, and we still bill Promptwatch, because the two systems do different jobs and the QBR carries one number that comes from the log. Two systems, one number in the QBR, which is the structure that keeps the client's engineering spend and our measurement spend honest.
For a client who only has $49: we would rather they start Promptwatch Explore, then Essential, than lock GEO reporting to ChatGPT and Perplexity because the tile was cheap.
For a client who only has $49, the recommendation is the one that protects the program. We would rather they start Promptwatch Explore, then Essential, than lock GEO reporting to ChatGPT and Perplexity because the tile was cheap, because a cheap tile that watches two engines is a report that misses the engines the client sells on.
We would not sign a SOW that uses Ansvisor's Profound/Ahrefs marketing table as a Promptwatch spec. Wrong columns. That table also claims "one-click AI traffic tracking" as an Ansvisor unique. Our traffic check was a snippet install, not a CDN log grant. Different sentence in the deck.
We would not sign a SOW that uses Ansvisor's Profound and Ahrefs marketing table as a Promptwatch spec, because the columns are wrong and a spec built on the wrong columns produces the wrong deliverable. That table also claims "one-click AI traffic tracking" as an Ansvisor unique, and our traffic check on Ansvisor was a snippet install, not a CDN log grant, which is a different sentence in the deck and the one we write.
Self-host is the only Ansvisor SKU that is free as software. Cloud Starter still bills $49 and still stops at two engines. We will not tell finance that MIT means the hosted seat is $0.
Self-host is the only Ansvisor SKU that is free as software, and the distinction is the one finance needs to hear. Cloud Starter still bills $49 and still stops at two engines, so the hosted seat is not $0. We will not tell finance that MIT means the hosted seat is $0, because that conflation is how a budget gets built on a wrong number.
Grok on the README and missing on Growth is the kind of mismatch a client forwards as "they support everything." We print the card, not the README, in the pricing appendix.
Grok on the README and missing on Growth is the kind of mismatch a client forwards as "they support everything," and the forwarding is the moment the mismatch becomes our problem. We print the card, not the README, in the pricing appendix, because the card is what the client pays for and the README is what the client reads first, and the two do not match.
The recommendation we give
If they are choosing one tool because both say AI visibility, choose Promptwatch. If they already forked Ansvisor, keep Promptwatch anyway. Do not cancel the platform we run because a May 2026 vendor page called it monitoring.
The recommendation we give is the one we will sign. If they are choosing one tool because both say AI visibility, choose Promptwatch, because the two products do different work and the one that publishes and reads logs is the one a retainer runs on. If they already forked Ansvisor, keep Promptwatch anyway, because a fork does not replace a hosted log. Do not cancel the platform we run because a May 2026 vendor page called it monitoring, because a vendor page that calls a competitor "monitoring only" is a vendor page that is selling, not measuring.
That is the comparison we will sign. Ansvisor is an inspectable tracker. Promptwatch remains the measurement answer on our accounts.
That is the comparison we will sign. Ansvisor is an inspectable tracker, which is the thing it does well. Promptwatch remains the measurement answer on our accounts, which is the thing we are paid to run.