Skip to content

The neutral index of AI-visibility & GEO tools

Research report · data-report

Meta AI: a census of 118 listings

8 of 118 listings answer yes for “Meta AI”. Counted from our own datasheet, with the query that reproduces every figure.

Sep 23, 2026updated Oct 3, 20262 min readSource-linked research

Meta AI, across 118 settled listings

  1. Yes8 of 118

  2. Qualified18 of 118

  3. No87 of 118

  4. Does not apply1 of 118

  5. Not established4 of 118

Of the 118 Published listings whose datasheet settles “Meta AI”, the largest group is “No” at 87 (74%). Measured 2026-10-03.

Denominator: 118 Published listings whose datasheet settles “Meta AI”.Method: Counted from the stored datasheet answer for “Meta AI” across every Published listing, all of which have a recognised stored answer on that row.Measured .
Cite this chart

Reuse this chart anywhere, with credit. Paste this HTML — it links back to the report the numbers come from.

<a href="https://citedindex.com/blog/meta-ai-census/" target="_blank" rel="nofollow noopener"><img src="https://citedindex.com/charts/meta-ai-census.png" alt="Meta AI, across 118 settled listings — CitedIndex" title="Meta AI, across 118 settled listings — CitedIndex" width="640" loading="lazy" style="max-width:100%;height:auto" /></a>

Explore the matching tools

Meta AI · Datasheet criterion meta_ai · Report counted .

Current listings as of ; this set may differ from the report's original sample. Includes “Yes” and “Qualified” answers only. Read the conditions on qualified answers before treating them as a match. “No”, “Not applicable” and “Not established” answers are excluded.

View 26 current matching records
  • 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.

    Source retrieved 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.

    Source retrieved 2026-09-10

  • AIclicks Yes

    Meta AI is in the monitored list and appears as 'Meta' in the Compare Plans models row.

  • 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.

    Source retrieved 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.

    Source retrieved 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.

    Source retrieved 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.

    Source retrieved 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.

    Source retrieved 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.

    Source retrieved 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.

    Source retrieved 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.

    Source retrieved 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.

    Source retrieved 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.

    Source retrieved 2026-09-15

  • Knowatoa Qualified

    Meta AI is only on Growth and Enterprise; the $59 Starter plan covers ChatGPT, AI Overviews and AI Mode only.

  • 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.

    Source retrieved 2026-09-27

  • LLMrefs Yes

    Meta AI is named in the supported-engine list.

  • 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.

    Source retrieved 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.

    Source retrieved 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.

    Source retrieved 2026-09-30

  • Rankfender Qualified

    The seventh engine is Meta's Llama model and its fine-tunes, not the consumer Meta AI assistant, which the vendor never names.

  • 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.

    Source retrieved 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.

    Source retrieved 2026-09-30

  • Scrunch AI Qualified

    Meta AI appears only in the Enterprise nine-platform list.

    Source retrieved 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.

    Source retrieved 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.

    Source retrieved 2026-09-16

  • Writesonic Qualified

    Meta AI is in the Enterprise 10-platform set only.

    Source retrieved 2026-09-02

The population

118 listings in this index are Published. This is the population as of 2026-10-03. 118 of the 118 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

  1. 8 of the 118 settled listings answer “Yes” for “Meta AI”. That is 7% of the settled set.

  2. 18 of the 118 settled listings answer “Qualified” for “Meta AI”. That is 15% of the settled set.

  3. 87 of the 118 settled listings answer “No” for “Meta AI”. That is 74% of the settled set.

  4. 1 of the 118 settled listings answer “Does not apply” for “Meta AI”. That is 1% of the settled set.

  5. 4 of the 118 settled listings answer “Not established” for “Meta AI”. That is 3% of the settled set.

1 of those yes answers is Trakkr, 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 118 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.

Get the next report

New tools rankings and fresh data reports. One short email, one-click unsubscribe.