Research report · data-report
Meta AI: a census of 122 listings
8 of 122 listings answer yes for “Meta AI”. Counted from our own datasheet, with the query that reproduces every figure.
On this page
Meta AI, across 122 settled listings
Of the 122 Published listings whose datasheet settles “Meta AI”, the largest group is “No” at 91 (75%). Measured 2026-10-10.
The tools that match
Meta AI: listings answering Yes or Qualified on . This can differ from the report, which counted on .
Show 27 matches
- 5W Public Relations Qualified
Meta AI appears only as an optimisation target in the GEO FAQ; it is absent from the audit engine list, the citation baseline card and the five-engine research battery, so nothing says 5W measures it.
Checked 2026-09-10
- Addlly AI Qualified
Meta AI is the last unhighlighted chip in the scanning strip and appears nowhere else on the site, so coverage is asserted but never described or evidenced.
Checked 2026-09-10
- AIclicks Qualified
Meta AI is named in the monitored platform list and shown as 'Meta' in the plan comparison, subject to the model slot limit.
Checked 2026-10-04
- AI Search Watcher Qualified
The inventory names Llama, Meta's model, rather than the Meta AI assistant surface, so Meta's model answers are queried but the consumer assistant is never claimed.
Checked 2026-09-17
- AI Visibility Report Group Yes
Meta AI is one of the six platforms every paid package queries, from the €29 Scan upward; the free technical check does not query it.
Checked 2026-09-20
- Analyze AI Qualified
A Meta AI use-case page and the privacy policy's integration table both name it, yet no plan, add-on list or docs engine inventory includes Meta AI.
Checked 2026-09-12
- AthenaHQ Qualified
Meta AI is one of the eleven Starter models and is named among those switched off for Free plan users.
Checked 2026-09-20
- Canonry Qualified
Meta AI is named only in the secondary tracked group, with no provider adapter listed for the self-hosted platform, so it is service-side coverage rather than product-wide.
Checked 2026-10-03
- Cognizo Qualified
Meta AI is shown in the Enterprise platform list only; Growth and Pro pick from six engines that exclude it.
Checked 2026-09-21
- Evertune Qualified
What is measured is Llama's foundational knowledge rather than the Meta AI assistant users actually type into, which the vendor says it will not access behind a login.
Checked 2026-09-12
- Finseo Yes
Meta AI is named in the monitored-engine inventory covering WhatsApp, Instagram and Facebook, but the model table marks it bookable rather than one of the three defaults.
Checked 2026-09-08
- GetCito Qualified
Meta AI closes the Enterprise coverage list and appears on no other tier, so reaching it means a sales conversation.
Checked 2026-09-25
- Goodie Qualified
Meta AI coverage is reachable only on the custom-quoted Enterprise plan, despite the homepage naming it among the surfaces Goodie covers.
Checked 2026-09-15
- Knowatoa Qualified
Meta AI is supported and has its own monitoring page, but like Claude and Perplexity it is part of the Growth plan's full seven rather than Starter.
Checked 2026-10-10
- LLM Pulse Qualified
Meta AI appears in the add-on price table as 'Meta AI / Muse' from EUR 12 per month on weekly Starter, so it is never part of the included bundle.
Checked 2026-09-27
- LLMrefs Yes
Meta AI is named in the tracked-engine FAQ list and shown among the engine logos attached to the single paid plan.
Checked 2026-10-11
- Meltwater GenAI Lens Qualified
The covered-platform list names Llama, Meta's model family, but no Meltwater page names the Meta AI assistant, so consumer-facing Meta AI coverage stays unconfirmed.
Checked 2026-09-18
- OmniSEO Qualified
Only in the Professional ten-channel set, never on Essentials; listed as Meta AI on the pricing table and as Meta in the prompt-research list.
Checked 2026-09-03
- Promptwatch Yes
Meta coverage is sold as the Llama model rather than the Meta AI assistant surface: the row reads Facebook (Meta) Llama and is ticked on all three published brand plans.
Checked 2026-09-30
- Qwairy Yes
Qwairy lists Meta AI (UI) in the engine inventory included on every paid plan, so tracking it needs no add-on; it is marked UI-only alongside Grok and Copilot
Checked 2026-10-10
- Rankfender Qualified
What the vendor monitors is Meta's Llama models and their fine-tune ecosystem, not the consumer Meta AI assistant; the seventh slot is described as model-level auditing, so Meta AI as a product is not evidenced.
Checked 2026-10-11
- Rankscale Yes
Meta's assistant is covered under the name Muse Spark, with a dedicated tracker page promising web-grounded runs, rankings and normalised citations.
Checked 2026-09-30
- Rankshift Yes
Meta AI closes the nine-engine inventory at two credits per run; the plan tooltips call the same engine 'Llama (Meta)', so naming differs between pages.
Checked 2026-09-30
- Scrunch AI Qualified
Meta AI appears only in the Enterprise nine-platform list.
Checked 2026-09-02
- SEORCE Qualified
The vendor tracks Meta's Llama, shown on the pricing platform strip with the Meta AI logo and listed in the API docs as 'Meta Llama'; it never states that the Meta AI assistant surface itself is queried.
Checked 2026-09-15
- Trakkr Yes
Meta AI is the eighth tracked answer surface for prompt runs, though Meta AI crawler requests are detected and then hidden from the crawler dashboards.
Checked 2026-09-16
- Writesonic Qualified
Meta AI is in the Enterprise 10-platform set only.
Checked 2026-09-02
The population
122 listings in this index are Published. This is the population as of 2026-10-10. 122 of the 122 published listings in this index carry a settled answer for “Meta AI”. That row asks: Does it query Meta AI, on the tier stated? Every listing in the index is settled on this row, so nothing is left out.
Findings
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8 of the 122 settled listings answer “Yes” for “Meta AI”. That is 7% of the settled set.
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19 of the 122 settled listings answer “Qualified” for “Meta AI”. That is 16% of the settled set.
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91 of the 122 settled listings answer “No” for “Meta AI”. That is 75% of the settled set.
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4 of the 122 settled listings answer “Not established” for “Meta AI”. That is 3% of the settled set.
1 of those yes answers is Qwairy, which still answers yes for “Meta AI”. Its listing carries the stored answer and links to the source recorded for it. This is one worked example, not an independent audit of every source in the census.
What we counted, and how
Each figure above is a count over the “Meta AI” row of the listing datasheet, taken from the same stored answer the listing page renders. The denominator is the 122 listings whose answer is settled, meaning one of yes, qualified, no, does not apply, not established. On this row that is the whole index, because every listing has a recognised stored answer. Every number here is stored with the read-only query that reproduces it and re-run every sixty seconds against the live corpus, so a figure that stops reproducing surfaces as drift rather than as a stale sentence nobody notices. Our full method covers how a datasheet row is settled in the first place.
Limitations
This counts stored datasheet answers, not independently tested capabilities. A sourced answer can record a vendor statement or our reading of published evidence; this census does not re-fetch those sources. “Not established” means we have not established an answer. That can reflect vendor nondisclosure, blocked evidence, or unfinished research, not a no. An absent or unrecognised answer is excluded rather than treated as a researched finding. The figures are restated when the stored corpus changes; the date above is the count used for this published version, not a new verification of the vendors.
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