Key takeaways
- Most AI visibility tools measure mentions. Only a smaller group turns the data into prioritized tasks you can assign, finish, and verify.
- A real action board has evidence behind every task, a priority order, an owner or status, and a way to check whether the fix worked.
- Promptwatch, Profound, AthenaHQ, Peec AI, Visby, ChatRank, Temso AI and a few agentic tools all offer some form of action layer, with very different depth.
- Compare cost per response and engine coverage, not headline entry prices. Vendor claims about action features are mostly unverified, so test during a trial.
- Good boards include off-site and content-format tasks, not just "edit your homepage."
Why an action board matters more than another dashboard
I have looked at a lot of AI visibility dashboards this year. They all look similar: a line chart of visibility score, a share of voice table, a list of competitors. Useful for a slide deck. Not much use on a Tuesday morning when someone asks, "So what do we do about it?"
That gap is the reason action boards exist. A tracker answers "Was my brand mentioned?" An action layer answers "What should I do this week, in what order, and did it work?" One vendor puts it as "Everyone measures. Almost nobody ships the fix." That line is self-interested, since it comes from a vendor selling the fix, but I think it describes the market fairly well.
The market is crowded. One third-party roundup says the AI visibility category raised $300M+ between summer 2025 and spring 2026. Plenty of tools will tell you that you are invisible. Far fewer tell you which of your 400 pages to change first.
What counts as a real action board
"Action" is a marketing word, so I use a stricter checklist. A tool earns the label if it does most of these:
- Every task cites evidence from your data (a prompt where you lose, a page AI crawlers cannot read, a source that names competitors but not you).
- Tasks are ranked by expected impact, not listed alphabetically.
- Tasks cover more than on-site copy: off-site mentions, Reddit or review sites, technical issues, and untracked pages.
- You can assign an owner or set a status, so the board works like a to-do list rather than a report.
- The tool can help execute the task, for example by drafting or publishing content.
- It re-checks the result, so a finished task either shows a gain or comes back.
The last point is the one most tools skip. A to-do list with no feedback loop is just a nicer-looking PDF.
What the board should tell you to do
Before comparing tools, it helps to know what good tasks look like. Promptwatch Data gives a useful starting point. In its content type analysis for Sep 28 to Oct 4, 2026, product pages were 22.4% of classified ChatGPT citations and landing pages 16.8%, about 39% together. Listicles were 13.6%, how-tos 8.7%, documentation 7.5%, comparisons 5.9%, and FAQ pages 3.3%.
For branded prompts, product pages (23.3%) and landing pages (22.8%) led, with reviews at 5.6% and FAQ at 4.8%. For commercial prompts, product pages rose to 26.0% and comparisons to 7.9%.
Translated into board items, that looks like:
- Complete and clarify your product and landing pages.
- Publish comparison and "X vs Y" pages.
- Get placed in "best of" roundups that AI already cites.
- Add an FAQ page and collect reviews.
- Keep public documentation crawlable.
Freshness matters too. In Promptwatch's content half-life report, news lost half its cited pages within about 36 days, while landing pages and docs lasted longer. A decent board should flag aging pages for a refresh, not only create new ones.
Query fan-outs shape task writing as well. Promptwatch's fan-out data suggests headings that read like search queries, with the entity and category first, and focused pages for sub-questions like pricing, alternatives and how-tos.
And there is an off-site angle. Brandlight claims roughly 85% of the sources AI cites for category questions are third-party or social. That is a vendor claim, and the picture varies by engine. In Promptwatch's social citation data for Sep 28 to Oct 4, 2026, ChatGPT drew only 0.46% of citations from social platforms while Google AI Overviews drew 12.2%. So an action board that tells you to "post on Reddit" for every engine is not being careful.
The tools, compared
A caveat first: much of the pricing and feature detail below comes from vendor-authored comparisons, including Promptwatch's own, and from third-party roundups. I did not find independent verification of each tool's board UI, such as assignment, statuses or integrations. Check live pricing pages and trial the board before you buy.
| Tool | Action layer | Executes the fix? | Entry price (verify) |
|---|---|---|---|
| Promptwatch | Action Board, Agent Chat, assignable items | Yes, Content Agent publishes to CMS | $95/mo Essential |
| Profound | "Agents" | Publishes to CMS per vendor comparison | Trial, then custom or agency plans |
| AthenaHQ | "Action Center" | Publishes to CMS per vendor comparison | $295/mo |
| Peec AI | Inline recommendations, rated limited | No | About $89-95/mo |
| Otterly.AI | None per reviewers | No | $29/mo Lite |
| Semrush AI Visibility Toolkit | None per reviewers | No | $99/mo per domain |
| AirOps | Playbooks and workflows | Yes | Check vendor |
Promptwatch
Promptwatch is the one I would put first for this specific use case, and I will explain why rather than just assert it. Its Action Board is an AI-generated GEO to-do list. A discovery agent looks through your data on a weekly schedule and suggests up to five evidence-backed actions per run, covering content gaps, sentiment, Reddit, offsite mentions, site health, performance, and untracked or untapped pages. A digest email lands every Monday. Promptwatch's Peec comparison page also lists assignable action items with owners and statuses.
The board sits on top of data most competitors lack: IP-verified AI crawler logs, per-page citation tracking, visitor analytics, and Search Console and Bing data. That matters because a task like "this page ranks in Google but AI never cites it" needs all of those sources joined. Then the loop closes: the Content Agent can plan, write and publish to WordPress, Webflow or Framer, and published pages are tracked through crawls, citations and clicks. Underperformers come back as actions.
Pricing (confirm at promptwatch.com/pricing): Essential is $95/mo for 50 prompts and 6,000 responses, Professional $245/mo, Business $579/mo. The automated Content Agent is on Business. One discrepancy to flag: Promptwatch says all models are included, while a third-party review (Am I Cited) says the pricing page lists fewer per plan. Check before you commit.
It is not a perfect fit for everyone. If you only want a cheap mention counter, you are paying for more than you need. If you are an agency, the Kick-off, Growth and Scale plans start at $199/mo.
Profound
Profound is a strong monitoring product that has added an action layer via "Agents," according to Surmado's roundup, and it raised a reported $155M Series C in February 2026. Pricing has moved around: Promptwatch's comparison says brand plans were removed in September 2026 with agency Growth at $399 per client workspace, while another review shows a 7-day trial plus custom Enterprise. A third source warns Profound's own June content still quotes about $499/mo. Verify on the live page.
AthenaHQ
AthenaHQ is $295/mo and has an "Action Center" per Surmado. It uses a credit model where 1 credit equals one AI response, which makes cost forecasting a little harder than flat response limits.
Peec AI
Peec AI is popular for clean UI and prompt suggestions. Surmado rates its action layer as "Limited": recommendations appear inline, but there is no real board. Prices differ across sources ($89 to $95 for Starter), and extra models can cost more, so read the fine print.
Otterly.AI and Semrush
Otterly.AI is the budget option, with Lite at $29/mo for 15 prompts and a free GEO Audit. Reviewers rate it as having no action layer. The Semrush AI Visibility Toolkit, $99/mo per domain on annual billing, is similar in that respect. Both are fine if you already have an SEO workflow and just need numbers.
AirOps
AirOps is more of a content engineering platform. Its playbooks and workflows are the draw in the YouTube review that came up in my research, and it can publish to a CMS. It is strong at execution, though less of a pure visibility board.
Smaller tools built around action
The catalog has a growing set of tools whose whole pitch is the to-do list. I have not tested these, so treat the descriptions as vendor positioning:
- ChatRank advertises a built-in action plan.
- Visby tracks AI mentions and ranks fixes by impact.
- Temso AI offers agent-based visibility with action plans.
- Whitebox and Nuwtonic are agentic GEO tools that ship fixes automatically.
- Slate ties citation tracking to content execution.
- GEOforge and bydefault describe a closed loop from monitoring to published content.
If you want to browse more of this category, the GEO software directory at bestgeosoftware.com and the agentic SEO tools directory are good places to start.
How to compare prices without fooling yourself
Entry prices are not comparable across this category. Three things distort them:
- Prompt counts differ. 15 prompts at $29 is not the same product as 50 at $95.
- Engine coverage differs. Some entry plans are single-engine, and Surmado says Profound's $99 Starter is ChatGPT-only. Peec charges extra per added model.
- Responses, not prompts, drive cost. Promptwatch's comparison table puts cost per response at roughly $0.016 for Promptwatch and Otterly Lite, $0.021 for Peec and $0.066 for Profound Starter. That table is vendor-authored, so recompute it from live pages.
Also check where the action features sit. Several tools put the good stuff, such as API access, MCP, CMS publishing or SSO, on higher tiers. Otterly, for example, has no API or MCP below its $189 tier, per Promptwatch's comparison.
How to test an action board in a 7-day trial
Most of these tools offer trials, so use them with a script rather than clicking around.
Day 1: load a real prompt set
Use 20 to 30 prompts from your actual sales conversations, not generic ones. Include some branded, some commercial and some informational prompts.
Days 2 to 4: read the first batch of tasks
For each suggested task, ask: is there evidence attached? Could someone act on this without a meeting? If a task says "improve content quality," the tool failed. If it says "this comparison prompt cites three pages that mention your competitor and not you, and here is a brief," it passed.
Days 5 to 7: try to close the loop
Complete one task, then see whether the tool tracks the page afterward. Can it show crawler visits, citations or clicks for that URL? Can you assign the task, set a status, and see it again if it does not move? This is where most boards fall apart.
Which one should you pick
- You want tracking plus execution in one place: Promptwatch, or Profound and AthenaHQ if you prefer their interface. Compare all three on a trial with the same prompts.
- You are a content-heavy team that wants workflows: AirOps, perhaps alongside a tracker.
- You are on a tight budget and already have an SEO process: Otterly or Peec, and keep your own to-do list in a project tool.
- You are an agency: check agency plans on Promptwatch, Profound and others for workspace pricing and white-label reports.
Tools that only track are not bad. They are just a different purchase. If you pick one, plan on building the task list yourself, which is where a human strategist or an agency such as 1001 SEO Media can fill the gap, since 1001 SEO Media runs this kind of GEO work for clients and uses Promptwatch as its platform.
Questions to ask any vendor
- Can I see a sample task with its evidence before I pay?
- Does the board cover off-site work, or only edits to my own pages?
- Can I assign tasks and track status inside the tool?
- Does it verify results after a fix ships?
- Which engines are in my plan, and what do extra ones cost?
- Is the tracked data from real user interfaces or from APIs? Answers can differ between the two.
The short version: pick the tool whose first week of tasks you would actually be willing to do. Everything else is a chart.