Tools that get brands cited by ChatGPT, compared
Compared honestly, the tools sold for ChatGPT citations divide into three groups that barely overlap. One group changes whether OpenAI can fetch the page. One produces the page. One proves what happened afterward. A shortlist built without that split ends up comparing prices on products solving different problems, which is how a team buys excellent reporting for a crawler problem.
We publish this page and sell one of the ten tools in the table. GetXEO audits access without changing any file, reports weekly with no per prompt count, holds one user per workspace, and publishes no free entry. Vendor figures were read on 29 August 2026 and the free positions on 4 September 2026.
In short
The questions this page answers, and the short answers.
- How do ChatGPT citation tools compare in 2026?
- They split into three groups. Access tools change what OpenAI crawlers can fetch, and two products do this. Content tools produce the page, and four do. Proof tools report what ChatGPT said, and every product here does that. Almost nobody covers all three, so most teams buy two.
- Which tools change whether ChatGPT can read a site?
- Two, in different ways. AthenaHQ edits the robots and llms files directly, which changes the permission itself. Scrunch AI serves agents a clean server rendered document at the CDN, which changes what arrives when a page renders only in a browser. Everybody else reports the problem.
- Do ChatGPT citation tools overlap on features?
- On reporting, heavily. Every product in this field records whether a brand appeared in an AI answer, and the differences are sampling depth and which surfaces a plan covers. On access and content the overlap is small, which is where a shortlist should actually be decided.
- What does comparing AI visibility tools on price miss?
- The unit and the tier. Five different meters are in use, so a price per prompt and a price per credit are not comparable, and engine coverage is gated by tier at nearly every vendor. A cheap plan that watches ChatGPT alone can be the right purchase for this question.
Three groups, and they barely overlap
Access, content and proof, bought as separate things.
Every tool sold for this job says it helps a brand get cited. Underneath, each one works on a different link.
- Access. Whether OpenAI can fetch and read the page at all. OpenAI states that sites opted out of OAI-SearchBot will not be shown in ChatGPT search answers, so this gates everything else
- Content. Whether the page is worth quoting once it can be read, and whether a passage survives being lifted out of it
- Proof. Whether the mention happened, how often, and with enough runs behind the figure to be believed
Ten products, and the counts are uneven. Two work on access, four produce content, and ten report. That imbalance is the most useful thing on this page: the part of the category with the most competition is the part that changes the least.
The ten, on all three conditions
Every tool set against access, content and proof.
Read on the vendor pages on 29 August 2026, with the free positions checked on 4 September 2026.
| Tool | Access | Content | Proof | Where it is strongest |
|---|---|---|---|---|
| Profound | No | Yes | Deep | Ninety checks per prompt a month |
| GetXEO | Audit only | Yes | Weekly | Designing the set before writing it |
| AthenaHQ | Edits files | Yes | Credits | Changing the permission itself |
| Writesonic | Checks only | Yes | Daily | A free crawl check with no login |
| Ahrefs Brand Radar | Reads logs | No | Daily | A free instant check, then an index |
| AirOps | No | Yes | Partial | Pages the brand does not own |
| Semrush AI Toolkit | Audit only | Separate | Daily | Free access, inside an existing suite |
| Conductor | Reads logs | Yes | Continuous | Proving which bots actually arrived |
| Scrunch AI | Serves pages | No | Partial | A rebuild nobody has to schedule |
| Otterly AI | No | No | Daily | The cheapest paid entry, at twenty nine |
We publish this table and sit in it, so our own row states its limits first. GetXEO audits access and changes no file, reports weekly with no per prompt count published, holds one user per workspace, and offers no free way in at all.
What the access group actually does
Two products, and only one edits the rule.
This is the smallest group and the one that decides whether anything else matters.
AthenaHQ edits the robots and llms files directly on both paid tiers, and its free tier carries three hundred credits covering ChatGPT. That is a change to the permission itself rather than a report about it, and it is the only product here that makes one.
Scrunch AI serves AI agents a clean server rendered document at the CDN, which solves the other half of the access problem. A page rendering only in a browser can be perfectly readable to a person and close to empty to a crawler, and no robots rule fixes that.
Two more read the evidence without changing anything. Conductor reads raw server logs to name which AI bots crawled which pages, and Ahrefs reads AI crawler activity through Cloudflare. Both prove whether the permission worked, which is not the same as granting it.
Where the reporting genuinely differs
Depth, coverage and whether sources are told apart.
All ten report. Three differences separate them and none is visible on a feature list.
Depth. Profound publishes a hundred prompts against about nine thousand responses a month on its main paid plan, which is the only depth claim here a reader can check by division. Most publish a cadence instead, and model outputs vary between runs, so depth decides whether a movement is a result.
Coverage at the tier being bought. The cheapest Profound plan watches ChatGPT alone, which is a limit on a general AI visibility page and an advantage on this one.
Whether sources are split. Peec AI separates the sources an engine used from the ones it named, which points at a specific page rather than a trend. It is the most actionable field in the category, GetXEO publishes nothing like it, and it is the reason a team focused on proof should look outside this table.
What a comparison on price actually compares
Five meters, and a coverage gate on every one.
Prices in this field look comparable and rarely are.
Otterly AI publishes twenty nine dollars a month for fifteen tracked prompts. Writesonic starts at seventy nine, the Semrush toolkit sells separately at ninety nine with twenty five tracked prompts, Ahrefs Brand Radar is standalone from a hundred and ninety nine, Scrunch AI opens at two hundred and fifty, and GetXEO lists at a thousand shown at five hundred, which is the highest published figure on the page. Two publish nothing.
Underneath, five different meters: prompts and responses, checks, credits, answers a day, and tracked questions with blogs. A credit is one AI response, heavier models cost five, and fan out multiplies every prompt by four, which is a different economics from a flat prompt count.
Build the quote at the tier that names ChatGPT, in the unit the vendor meters, and only then compare. For this question specifically, that exercise frequently makes the cheapest plans look better than they do on a general AI visibility page.
Which two to buy together
Most teams end up with a pair, predictably.
Almost nobody buys one product for this and stays there, because the three conditions rarely fail together.
| If the failing condition is | Buy | And pair it with |
|---|---|---|
| The crawler is blocked | AthenaHQ | Conductor, to prove it came back |
| The page renders in the browser | Scrunch AI | Any reporting tool at all |
| The pages do not exist | GetXEO | Profound, if the figure is challenged |
| Nobody knows the baseline | A free checker | Whatever the reading points at |
The third row is ours, so it carries its own condition. GetXEO reports weekly and publishes no per prompt count, so a team whose number will be argued with should treat the pairing as required rather than optional.
Frequently asked questions
Longer tail questions that did not need a section of their own.
Which ChatGPT tools change the site rather than reporting on it?
Two. AthenaHQ edits the robots and llms files directly on both paid tiers, and Scrunch AI serves agents a server rendered document at the CDN. Conductor and Ahrefs both read crawler evidence without changing anything, and the rest report on answers rather than on access.
Is deeper sampling worth paying for on ChatGPT tracking?
It depends who will argue with the number. Model outputs vary between runs, so a thin sample and a real change look alike. If the figure goes into a board pack, depth is the row to buy on. If it steers a content calendar, coverage and source detail matter more than run count.
Why do ChatGPT visibility prices vary from twenty nine to a thousand dollars?
Because they meter different things and cover different amounts of the work. The cheapest plans track a small prompt set and report. The dearest ones produce the pages as well. A price per tracked prompt and a price per published blog are not the same purchase, and neither converts cleanly.
Can one tool cover access, content and proof for ChatGPT?
No product on this list covers all three fully. Four come close by pairing content with reporting, and only AthenaHQ also changes an access file. Most teams buy two, and the sensible pairing follows whichever condition is failing rather than whichever product demonstrates best.
Sources
The 17 records behind every external claim on this page.
All were published or last updated within the past twelve months. A competitor page appears only as a record of that vendor’s own published terms.
- OpenAI, the crawler and user agent documentation, read 4 September 2026
- Gond and others at Microsoft Research, enabling determinism in LLM inference, January 2026
- AthenaHQ, the published plans and pricing comparison, read 29 August 2026
- AthenaHQ, the published credit calculator, read 29 August 2026
- Scrunch AI, the published Agent Experience Platform page, read 29 August 2026
- Scrunch AI, the published pricing page, read in a browser 29 August 2026
- Conductor, the published technical AEO and SEO page and FAQ, read 29 August 2026
- Ahrefs, the published Bot Analytics page, read 29 August 2026
- Ahrefs, the published pricing page and plan comparison, read 29 August 2026
- Ahrefs, the published free AI Visibility Checker, read 4 September 2026
- Profound, the published pricing page and plan comparison, read 29 August 2026
- Peec AI, the published product page, read 29 August 2026
- Writesonic, the published pricing page and plan comparison, read 29 August 2026
- Writesonic, the published AI crawl checker tool, read 29 August 2026
- Semrush, the published AI Visibility Toolkit knowledge base entry, read 29 August 2026
- Semrush, the published free AI search visibility checker and its FAQ, read 4 September 2026
- Otterly AI, the published home page and FAQ, read 4 September 2026
Read next
The rest of this cluster, in the order it makes sense to read.