AI visibility tools · Comparison

Visibly vs AirOps: which AI visibility tool wins?

AirOps is a content-operations platform with AI-visibility tracking attached. Visibly makes citation measurement the core and pairs it with the off-page work that actually earns the answer.

TL;DR

Visibly and AirOps both touch AI search, from different directions. AirOps is a content-operations platform: its core is producing AI-optimized content at volume, with visibility tracking attached to the workflow. Visibly is built around the citation itself: it measures where AI cites you, then does the on-page and off-page work, including PR and community, that earns more citations.

Choose AirOps if your bottleneck is producing content at serious volume. Choose Visibly if your goal is winning AI citations and you want measurement, off-page work, and a done-for-you option in one loop.

Visibly vs AirOps at a glance
  • AirOps is content-production-first; visibility tracking is attached. Visibly is citation-first, with content as one lever among several.
  • AirOps' free Solo plan tracks ChatGPT only; Visibly covers five engines on every paid plan.
  • Visibly adds the off-page work, PR and community, that content volume alone does not earn.
  • Both have a free tier; AirOps prices on content tasks, Visibly on the visibility outcome.

The contenders

The Visibly product: an Answer Engine Insights dashboard showing a 2% visibility score, a rank of #54 of 124, and share of voice against Ramp, Brex, Expensify, Navan, and SAP Concur for the demo brand Ledgerly. Illustrative demo data.
Visibly Our product · disclosed Measures your AI citations, then ships the work that wins more of them.
  • Starting price From $49/mo (free trial)
  • Engines at entry
  • Core Citation measurement + execution
  • Off-page work Yes: PR, listicles, community
  • Built for Teams whose goal is winning citations
AirOps website, July 8, 2026
AirOps AI content at scale
  • Starting price Free (Solo); usage-based above
  • Engines at entry ChatGPT only (Solo)
  • Core AI content production at volume
  • Off-page work No; content-focused
  • Built for Content teams shipping at scale
Capability Visibly AirOps
Measure
Act
Unify data

AirOps is a strong content-operations platform: its product is AI-optimized content production at volume (tasks are the currency), with AI-search visibility tracking attached to the workflow, and it counts growth teams at companies like Ramp and Webflow among its users. Visibly is the independent, founder-led alternative built around the citation itself, measurement plus the on-page and off-page work that earns it. Sources

The AirOps panel is a website screenshot captured July 8, 2026; the Visibly panel is a product screen with illustrative demo data. Company facts from the public record; every claim is referenced in Sources.

Positioning matrix: Execution included (vertical) by Measurement depth (horizontal). Visibly (our product) sits high on Execution included and high on Measurement depth; AirOps sits low on Execution included and low on Measurement depth.
Qualitative positioning of Visibly and AirOps from each product's public feature set, checked July 8, 2026. Visibly is our product. Tools further right measure more deeply; tools higher up do more of the work to win citations. Sources
First, the basics

What is an AI visibility tool, and why does it matter now?

An AI visibility tool tracks how generative AI assistants (ChatGPT, Claude, Gemini, and Perplexity) describe and recommend brands when people ask buying questions. Instead of measuring where you rank on a page of blue links, it measures whether the model names you at all, how it ranks you against competitors, and which sources it pulls from to do so.

This matters because buyer behaviour has shifted. A growing share of research now starts with a single conversational answer, not a search results page. If the model doesn't mention you, you're not on a lower page. You're simply absent from the decision. Traditional rank trackers can't see this, which is why a new category of tools, including AirOps and Visibly, exists.

Definition

"AI visibility" is how often, how favourably, and how prominently AI assistants cite your brand when answering questions in your category.

Measured by
  • Citation rate
  • Share of voice
  • Sentiment and position
  • Source authority

The practice of improving that visibility is called Answer Engine Optimization (AEO) or Generative Engine Optimization (GEO). It overlaps with SEO but plays by different rules: citations, source authority, structured content, and community presence matter more than keyword density.

Feature comparison

Capability
Visibly
AirOps
Measurement
AI engines tracked[1]
ChatGPT only (Solo); multi-engine (Pro+)
Google AI Overviews[1]
Pro and up
Sentiment and position tracking[1]
Answer frequency
Share of voice vs competitors[1]
Limited
Prompt-level breakdown[1]
100 tracked prompts (Solo)
Daily refresh
Beyond measurement
Unified GSC + GA traffic
AI-referral attribution[1]
Content-attributed
Visitor identification
Onboarding audit + goal setting[1]
Opportunity reports
Action: winning the citation
Prioritized action engine[1]
Opportunity reports
On-page content production
Off-page, PR & community execution
Done-for-you option[1]
Embedded content engineer (Enterprise)
Closed measure → act → compound loop[1]
Content-only
Commercial
Free tier[1]
Free audit + trial
Yes (Solo, ChatGPT only)
Pricing model[1]
Per visibility outcome
Per content task
Agency / multi-brand support

Based on publicly available information, facts checked July 8, 2026. Numbered claims link to Sources. Spot something out of date? Tell us and we'll fix it.

Pricing, side by side

Plan
Visibly
AirOps
Free plan[1]
Free audit + trial
Solo: 100 prompts, ChatGPT-only insights
Engines at entry[1]
ChatGPT only on Solo; multi-engine on Pro+
Pricing model[1]
Per visibility outcome, from $49/mo
Per content task (usage-based)
Off-page execution[1]
Yes: PR, listicles, community
No; content production only
Done-for-you[1]
Yes: Managed
Embedded content engineer (Enterprise)

Prices checked July 8, 2026 from each product's public pricing page. Annual billing where noted.

In depth

Three places Visibly goes further

Difference 01

Citation-first, not content-first

AirOps optimizes for content output; visibility tracking is attached to the workflow, and its free Solo plan surfaces ChatGPT insights only. Visibly optimizes for the citation: it measures where every major model cites you, then works backward to the content, schema, and off-page presence that earns more. Volume is a lever, not the goal.

Difference 02

The off-page work content can't reach

AI answers are built as much from third-party sources, review sites, comparison pages, and communities, as from your own pages. AirOps produces your pages; Visibly also does the off-page work: PR pitches, listicle inclusion, and authentic community participation, the places a model actually reads. Publishing more of your own content does not, by itself, earn those.

Difference 03

One loop, measured by citation share

AirOps reports content output and opportunity reports; Visibly reports citation rate and share of voice against named competitors, and ties the work to that number in a closed loop. If the metric you care about is whether AI recommends you, Visibly measures and moves it directly rather than as a downstream effect of publishing.

Loop diagram of three steps. 1. Audit: baseline your citation rate, share of voice, and the sources deciding each answer, ending with measurable targets. 2. Monitor: track citations across every AI engine daily, next to your GSC, GA4 and AI-referral data. 3. Act: ship comparison content, entity and schema fixes, and authentic off-page proof. The loop repeats and each cycle compounds the last.
Visibly's closed loop: the audit sets measurable targets, monitoring tracks the number across every engine, and Act ships the work that moves it. A pure tracker stops after the first step.
The core difference

A tracker tells you you're losing. Visibly helps you win.

With a pure tracker
  1. Track 100 prompts and pages (ChatGPT insights on Solo)
  2. Get monthly opportunity reports
  3. Spend content tasks producing pages at volume
  4. …earn the off-page citations some other way
  5. Watch content output, not citation share
With Visibly
  1. See exactly where you are cited today, and where you are not
  2. Get a prioritized list of why, and what to fix
  3. We produce the pages and earn the citations
  4. Watch citation rate move against your goals, weekly
  5. Compound: every win feeds the next month's plan
The same question, 'what is the best [category] tool?', answered twice. Before the AEO work: the assistant recommends Competitor A (cited from G2) and Competitor B (praised on Reddit), and your brand is not mentioned. After the work: the assistant names Competitor A, Competitor B and your brand, now cited from a comparison guide.
The outcome Visibly's execution is built to produce: the same question, before and after the work, your brand going from absent in the answer to named and cited. Illustrative example.
How we made this comparison

This page compares Visibly and AirOps on the capabilities that matter most for winning AI search: measurement coverage, data unification, action and execution, and commercial fit. Capability claims are based on each product's publicly available documentation and marketing as of July 2026, plus hands-on use of Visibly. We've kept AirOps's column conservative and fair. It is a capable measurement platform, and the differences here are about scope, not quality. AI tools evolve quickly; if anything is out of date, tell us and we'll correct it.

The honest take

Which should you choose?

Choose AirOps if…

  • Your bottleneck is producing content at serious volume
  • You want workflow automation for a content team
  • You are comfortable earning off-page citations separately

Choose Visibly if…

  • Your goal is winning AI citations, not just publishing more
  • You want off-page work (PR, listicles, community), not only content
  • You want full engine coverage on entry, not ChatGPT only
  • You want measurement and a done-for-you option in one loop
Free audit
See where you stand before you choose a tool.

Citations across the five major AI engines, share of voice vs named competitors, in about 10 minutes.

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Switching is easy

Adding Visibly alongside AirOps.

  1. Run your free audit Connect your domain and name your competitors. Visibly measures your citation share across every major engine, no migration required.
  2. Set your goals Turn the audit into measurable targets: share of voice, citation rate, and source authority.
  3. Keep AirOps for volume Many teams keep a content-ops tool for production and add Visibly for citation measurement and off-page work.
  4. Add the off-page loop Let Visibly run the PR, listicle, and community work, done for you or with you, and watch citation share climb.
Glossary

AI visibility terms, defined

Citation rate
The percentage of relevant AI answers that mention your brand. The core metric of AI visibility.
Share of voice
Your portion of all brand mentions in your category's AI answers, relative to competitors.
Answer Engine Optimization (AEO)
The practice of improving how AI assistants cite and recommend you, the AI-era successor to SEO.
AI Overviews
Google's AI-generated answers at the top of search results, a major and growing citation surface.
Source authority
How much the models trust a given site (G2, Reddit, Wikipedia, press) when forming an answer.
LLM visibility
How often and how prominently your brand appears in large language model answers.
References

Sources

  1. AirOps pricing page airops.com Accessed July 8, 2026
  2. Visibly pricing visibly.so Accessed July 8, 2026

Visibly vs AirOps, answered

Is Visibly an AirOps alternative?

Partly, and partly a complement. AirOps is a content-operations platform; Visibly is an AI-visibility platform. If your goal is winning AI citations, Visibly is the alternative, because it measures citation share and does the on-page and off-page work. If your goal is producing content at volume, teams often keep AirOps and add Visibly for the citation loop.

What is the main difference between Visibly and AirOps?

AirOps is content-production-first, with visibility tracking attached; its free plan tracks ChatGPT only. Visibly is citation-first: it measures where every major model cites you across five engines, then does the content and, crucially, the off-page work (PR, listicles, community) that content volume alone does not earn.

Which AI engines do Visibly and AirOps track?

Visibly tracks ChatGPT, Claude, Gemini, and Perplexity plus Google AI Overviews on every paid plan. AirOps' free Solo plan surfaces ChatGPT insights only; multi-engine insights come on its Pro and higher tiers.

How much does AirOps cost compared to Visibly?

AirOps prices on content tasks (usage-based), starting free on Solo, and does not publish a flat monthly price for its higher tiers. Visibly starts at $49/mo, priced on the visibility outcome, with a free trial and a free audit to start.

Does AirOps do off-page work like PR and community?

No. AirOps focuses on content production. Visibly does the off-page work, PR pitches, listicle inclusion, and authentic community participation, that AI models read when they build an answer, in addition to on-page content.

Can I use Visibly and AirOps together?

Yes. A common setup is AirOps for high-volume content production and Visibly for citation measurement plus the off-page work, so you get scale on pages and a closed loop on the citations those pages are meant to earn.

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