AEO Rankings · Marketing

AEO for community management platforms: AI search visibility ranking

By monitoraeo Last updated October 19, 2026 Refreshed every 90 days

How AI search engines rank community management platforms by visibility and citations. 20 brands measured quarterly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Community management platforms used to host branded communities, drive member engagement, manage discussions, run events, and turn audiences into active networks. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →

Avg visibility across category

Avg citation rate

20/20

Brands successfully audited

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When buyers turn to AI engines to inquire about community management platforms, Mighty Networks emerges as the leader, highlighted in 37.5% of responses. Other top contenders include Higher Logic and Circle. With such visibility, Mighty Networks dominates the space, directly affecting decision-making in the purchase process.

The rankings reflect the frequency with which AI engines pull information from leading sources, particularly google.com, youtube.com, and innoloft.com. Notably, higherlogic.com also contributes to the visibility of Higher Logic, suggesting that proprietary sites and authoritative aggregators shape the landscape by providing substantial content references.

For buyers, this ranking underscores the importance of considering brands that are frequently recognized by AI engines. Prioritizing platforms with recent reviews, third-party validation, and strong topical authority ensures alignment with AI-good judgment, providing assurance that the selected brand stands out in relevant inquiries.

At a glance

Category leader Mighty Networks 38% visibility · named in 3 of 8 AI answers

Most cited brand Mighty Networks 38% citation rate · the AI's most-trusted source brand in community management platforms

Top cited domain google.com Referenced by AI across the community management platforms query set — the highest-leverage PR target in this category

Visibility spread 38pp Gap between top and bottom of the ranking · 15 brands at 0% (invisible to the AI)

What we observed in this category

Mighty Networks and Higher Logic share the top composite score of 37.5, both sitting well above the category average visibility of 7.5 percent. That joint leadership matters because every other brand scores below 27, meaning the gap between the top two and the rest is substantial. Higher Logic is notable as the category's biggest riser, climbing from rank 5 to rank 2 with a 12.5-point visibility gain, while Mighty Networks held rank 1 despite losing 37.5 points of visibility compared to its previous period.

Circle presents the clearest divergence between being named and being trusted in this category. It matches Mighty Networks and Higher Logic on visibility at 37.5 percent, yet its citation rate is zero, producing a composite score of 26.2 versus their 37.5. Skool and Bettermode show the same pattern, appearing in AI responses without attracting a single citation. Only Mighty Networks and Higher Logic achieve citation parity with their visibility, making them the only brands in the top five that Google AI Mode treats as both mention-worthy and source-worthy.

The cited sources list reveals that Google AI Mode anchors heavily on third-party and aggregator content rather than brand-owned pages. Google.com and YouTube lead the source list, followed by innoloft.com and storyprompt.com, before any brand domain appears. Higherlogic.com and mightynetworks.com are the only two brand domains present in the top cited sources, which aligns directly with their being the only brands registering non-zero citation rates. Tradewing.com and devopsschool.com also appear, suggesting the AI draws on niche directory and tutorial-style content to build its answers.

Movers & shakers since last refresh

Biggest visibility risers

Higher Logic 25% → 38% · rank #5 → #2
+12pp

Biggest visibility fallers

Mighty Networks 75% → 38% · rank #1 → #1
-38pp
Circle 75% → 38% · rank #2 → #3
-38pp
Bettermode 50% → 12% · rank #3 → #5
-38pp

The AEO ranking

#	Brand	Visibility	Citation	Top engine
1	Mighty Networks mightynetworks.com	38%	38%	Google AI Mode
Mighty Networks leads with a composite score of 37.5 and a citation rate matching its visibility, but both metrics have fallen 37.5 points from the previous period, signalling notable instability.
2	Higher Logic higherlogic.com	38%	38%	Google AI Mode
Higher Logic is the only brand to gain visibility this period, rising 12.5 points to 37.5 percent and matching Mighty Networks on composite score after climbing three rank positions.
3	Circle circle.so	38%	0%	Google AI Mode
Circle matches the top two brands on visibility at 37.5 percent but holds a zero citation rate, producing a composite score of 26.2 and exposing a clear named-versus-trusted gap.
4	Skool skool.com	25%	0%	Google AI Mode
Skool sits at 25 percent visibility with zero citations and a composite score of 17.5, placing it well below the top three and above only Bettermode among brands with any AI presence.
5	Bettermode bettermode.com	12%	0%	Google AI Mode
Bettermode registers the lowest active presence in the top five at 12.5 percent visibility, zero citations, and a composite score of 8.8, having dropped from 50 percent visibility in the prior period.
6	Geneva geneva.com	0%	0%	Google AI Mode
7	Muut muut.com	0%	0%	Google AI Mode
8	BuddyBoss buddyboss.com	0%	0%	Google AI Mode
9	Discord discord.com	0%	0%	Google AI Mode
10	Swarm swarm.to	0%	0%	Google AI Mode
11	Discourse discourse.org	0%	0%	Google AI Mode
12	Hivebrite hivebrite.io	0%	0%	Google AI Mode
13	Khoros Communities khoros.com	0%	0%	Google AI Mode
14	Vanilla Forums vanillaforums.com	0%	0%	Google AI Mode
15	Mobilize mobilize.io	0%	0%	Google AI Mode
16	Forj forj.ai	0%	0%	Google AI Mode
17	Slack slack.com	0%	0%	Google AI Mode
18	Common Room commonroom.io	0%	0%	Google AI Mode
19	Community by HubSpot hubspot.com	0%	0%	Google AI Mode
20	Nas.io nas.io	0%	0%	Google AI Mode

Sources AI engines trust in this category

Across the 8 buyer-intent queries we ran on community management platforms, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.

google.comyoutube.cominnoloft.comstoryprompt.comhigherlogic.commightynetworks.comtradewing.comdevopsschool.com

How to read this AEO ranking

Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.

Visibility = being named

A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer. More on visibility →

Citation rate = being trusted

Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence, different from being named. More on citation rate →

Top engine differs by brand

The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps. How AI engines pick sources →

AEO rankings move month to month

AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 90 days and refresh this page automatically. How AI search ranking works →

Run an AEO audit on your own community management platforms brand

The brands above were curated from public market-leader lists. Want the same answer engine optimisation measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.

Audit your community management platforms brand → Browse all AEO rankings Methodology →

Frequently asked about AEO for community management platforms

Who leads AEO in Community management platforms?

Mighty Networks and Higher Logic are joint leaders, each with a composite score of 37.5 and matching visibility and citation rates of 37.5 percent, far above the category average visibility of 7.5 percent.

Which brands appear in AI answers but fail to earn citations in this category?

Circle, Skool, and Bettermode all appear in Google AI Mode responses but carry zero citation rates, meaning they are named but not used as sources, a key AEO weakness this data makes visible.

What sources does Google AI Mode cite most for Community management platforms research?

Google.com and YouTube dominate the cited sources list, followed by third-party sites including innoloft.com, storyprompt.com, tradewing.com, and devopsschool.com, with only higherlogic.com and mightynetworks.com appearing as brand-owned domains.

Which brand has improved its AEO position most recently in this category?

Higher Logic is the biggest riser in the current period, gaining 12.5 points of visibility and moving from rank 5 to rank 2, making it the only brand to record a positive visibility delta.

How concentrated is AEO visibility in the Community management platforms category?

Visibility is heavily concentrated: the top two brands each score 37.5 percent against a category average of 7.5 percent, and 15 of the 20 tracked brands record a composite score at or near zero.

Which brands have seen the largest AEO visibility drops in this category?

Mighty Networks, Circle, and Bettermode each lost 37.5 points or more of visibility compared to the previous period, with Bettermode falling the furthest in relative terms, dropping from 50 percent to 12.5 percent.