InfrasityvsOtterly.AI

Infrasity vs Otterly.AI: closed execution loop or broad self-serve tracking?

Otterly.AI tracks 7 AI engines with transparent, self-serve pricing starting at $29/mo. Infrasity tracks fewer engines, but when it finds a citation gap, it turns that into a shipped, measured piece of content without you leaving the app.

By Infrasity Team · Updated August 6, 2026

Monitoring specialistsBest fitLegacy add-onsExecution nicheAI-nativeSEO-nativeLess actionMore action
Otterly.AI

A clean tracking tool with a limited execution layer beyond visibility reporting.

Click any name on the map to see why it’s placed there

Why choose Infrasity over Otterly.AI?

Closed execution loop

Find a citation gap, turn it into a sprint topic, ship the article, and watch its GA4 and Search Console traffic show up against it automatically. Otterly's recommendations engine stops at the brief; it doesn't carry you through to a published, measured piece.

Reddit citation tracking

Every day, an automated process checks Reddit across three separate data sources. Otterly doesn't call out Reddit or community tracking anywhere in its published feature list.

Docs & coding-agent readiness

A dedicated audit, plus an early-access benchmark, checks whether AI coding agents can actually use your docs. That's a step past Otterly's crawlability and content-structure checks, which are built for general web content, not dev docs specifically.

Search pages, prompts, audits…⌘K

Sprints

Content Sprints

Manage delivery sprints and track progress — everything below is clickable

Outline Stage

4

Writing Stage By Infrasity

1

In Review By Client

1

Published

6

Sprint 145 topicsClick a row for details
TopicKeywordMSVOwnerStatusPublishedClicks
How AI agents crawl and index docsAI agents crawling880R. MehtaPublishedJul 24214
Reddit citation triangulation, explainedreddit citation tracking320K. RaoPublishedJul 2796
GEO vs. SEO: what actually changedGEO vs SEO1,900R. MehtaIn Review By Client
Structured data checklist for AEOstructured data AEO540S. IyerWriting Stage By Infrasity
Coding-agent doc readiness benchmarkcoding agent docs260K. RaoOutline Stage

Compare Infrasity vs Otterly.AI

Infrasity
Otterly.AI
AI Coverage & Tracking
AI engines tracked, entry plan
ChatGPT, Claude, Gemini, and Perplexity, checked automatically every 48 hours
ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot: 4 engines on the $29/mo Lite plan
Full engine surface
Same 4 engines at every tier
7 engines total once you add Google AI Mode, Gemini, and Claude, each sold separately as an add-on ($9-$439/mo per engine depending on tier)
Citation & Competitive Intelligence
Reddit / community citation tracking
Daily automated triangulation across three sources: Reddit OAuth, DataForSEO, and BrightData, reranked with Jina
Reddit shows up as an example citation source in Otterly's marketing pages, but there's no dedicated Reddit-tracking feature in their published docs
Domain / URL citation tracking
Included, through the GEO Competitors and Citation Domains views
Included. Every domain and URL cited in an AI answer gets tracked automatically
Competitor benchmarking
The LLM finds competitors on its own, even ones you never added manually
Included, via its Brand Report and Share of AI Voice benchmarking
Coding-agent code-execution benchmarking
Early access, Infrasity-only for now
Not something Otterly offers
Actionability & Content
Sprint ↔ Google closed loop
A gap becomes a topic, the topic ships as an article, and GA4 plus GSC data get joined to it automatically. This is the core of what Infrasity does.
Not part of Otterly; its recommendations and optimization briefs end before anything actually gets published and measured
Site / content audits
7-category domain audit, 50-check page audit, 57-check docs audit
A crawlability checker, plus a content audit that flags structured-data and AI-readiness issues
Automation & Reporting
Scheduled reporting
A weekly Slack report written by Claude; no one has to compile it
A Looker Studio report emailed on a schedule you set (say, every Monday), available from the Standard tier up; the data behind it refreshes daily
Alert rules (citation drop / competitor gain)
Included natively, no setup required
No built-in alert engine; Otterly's own docs walk through wiring its API to Zapier, Make, or Slack so you can get pinged when coverage drops or a competitor gains ground
Custom / shareable dashboards
Included, per-cluster and per-competitor views, native
Possible through the Looker Studio connector, but there's no native dashboard builder
Integrations
GA4 integration
Native, plus auto-joined to published articles
No native integration; it goes through the Looker Studio connector instead
Search Console integration
Native
No native integration here either; same Looker Studio workaround
MCP / AI-assistant access
59 tools published; worth confirming what's actually live before you count on it
Same story, included from the Standard tier with the same request caps by tier
Pricing & Access
Free trial
Yes, all 4 tracked engines included
7-day free trial, no credit card required
Pricing
Free trial today; paid tiers beyond that aren't published yet
$29/mo Lite (15 prompts, 4 engines), $189/mo Standard (100 prompts, API/MCP), $489/mo Premium (400 prompts), custom Enterprise, all confirmed on Otterly's live pricing page
Enterprise & Compliance
SOC 2 / compliance
Infrasity's site footer displays an AICPA SOC compliance badge and a GDPR badge, though the specific report type isn't stated
No independent SOC 2 of its own; what it has comes from AWS's SOC 2 Type II and ISO 27001 certifications on the hosting side
Single sign-on (SSO)
SAML SSO included at Enterprise
Included at the custom-priced Enterprise tier

Where each one is stronger

Being balanced builds trust, here’s where the other side genuinely has the edge.

Where Otterly.AI is stronger

  • Covers more engines out of the box: 7 in total, including Google AI Overviews, Google AI Mode, and Microsoft Copilot, none of which Infrasity tracks today
  • API and MCP access built in from the $189/mo Standard tier, with clear published request caps
  • Visibility tracking across 65+ countries and languages
  • Pricing is public and tiered, starting at $29/mo, with an easy self-serve path to upgrade
  • A 7-day free trial requiring no credit card

Where Infrasity is stronger

  • The Sprint-to-Google loop: a citation gap turns into a shipped article, and its GA4/GSC traffic gets joined to it automatically
  • Daily 3-source Reddit citation triangulation, something Otterly doesn't publish as a feature
  • A 57-check docs/llms.txt audit and an early-access coding-agent benchmark, built with developer-facing products in mind
  • A free trial that covers all 4 tracked engines and costs nothing to start
  • Native GA4 and Search Console integrations, not a Looker Studio workaround
  • Alert rules and an AI-written weekly Slack report, both included out of the box

Which tool should you choose?

Find your team’s focus to see which platform fits your workflow best.

TeamRecommendedWhy
DevTool / API / AI-agent companyInfrasityDocs readiness, coding-agent benchmarking, and Reddit tracking line up with how developer audiences actually get cited.
Team that wants the broadest engine coverage without building custom trackersOtterly.AI7 tracked engines out of the box, including Google AI Overviews, AI Mode, and Copilot, which Infrasity doesn't track.
Startup validating AI visibility before committing budgetInfrasityFree trial covers all 4 tracked engines with no cost to start, versus Otterly's paid tiers from $29/mo after trial.
Team that wants a tracked gap to become shipped content automaticallyInfrasityThe Sprint-to-Google loop handles that inside the same product, no separate tool needed.
Team building on API/MCP data access from day oneOtterly.AIOtterly publishes API and MCP request caps starting at its $189/mo Standard tier.

Frequently asked questions

Four right now: ChatGPT, Claude, Gemini, and Perplexity, checked automatically every 48 hours, and all four come included in the free trial with nothing tacked on. Otterly.AI covers more out of the box, 7 engines total, but three of those (Claude, Gemini, and Google AI Mode) cost extra on top of its base plan. So it's less 4 vs 7 and more 4 included vs 4 included plus three paid add-ons.

That's really the core of the product, the Sprint ↔ Google loop. A citation gap gets flagged, turned into a sprint topic, and once the article ships, its GA4 and Search Console traffic gets joined back to it automatically, no manual tracking involved. Otterly gives you optimization briefs and content recommendations, which is genuinely useful, but it stops there; nothing in its published feature set carries a recommendation through to a shipped, measured article.

A daily automated process triangulates across three separate sources, Reddit OAuth, DataForSEO, and BrightData's LLM-answer scraping, then reranks the results with Jina before handing cited threads straight into a sprint. Otterly does mention Reddit as an example citation source on its marketing pages, but as of August 2026 there's no dedicated Reddit-tracking feature in its published docs.

Mainly dev-tool, API, and AI-agent companies, honestly. The docs/llms.txt audit, the early-access coding-agent benchmark, and the Reddit and developer-community citation tracking are all built around how developer audiences actually get cited by AI engines. That said, the core loop, a citation gap becoming a shipped article with its traffic measured automatically, isn't developer-specific; it works for any team publishing content to close a visibility gap.

Four published tiers: Lite at $29/mo (15 prompts, 4 engines), Standard at $189/mo (100 prompts, API/MCP access, Looker Studio connector), Premium at $489/mo (400 prompts, higher API/MCP caps), and Enterprise, which is custom-priced and includes SSO plus a dedicated success manager. Extra prompts and the extra engines (Claude, Gemini, AI Mode) cost more on top. Infrasity hasn't published what its paid tiers look like beyond the free trial.

Not as a company, no. Its security page traces its SOC 2 Type II and ISO 27001 mentions back to AWS, its hosting provider, not to Otterly.AI itself. Infrasity's footer displays an AICPA SOC compliance badge alongside a GDPR badge, but doesn't specify which SOC report type, so treat both companies as not having published a specific SOC 2 attestation of their own.

Yes, starting on its $189/mo Standard tier, with published caps (2,000 requests/mo on Standard, 5,000 on Premium). Infrasity lists 59 MCP tools, worth confirming what's actually live before you build around it.

Honestly, not published anywhere. Worth checking directly with the Infrasity team before assuming a migration or import path exists.

We checked Otterly.AI's pricing, engine coverage, integrations, reporting, and security claims directly against otterly.ai/pricing, otterly.ai/features, otterly.ai/security, and help.otterly.ai as of August 6, 2026. Numbers like these shift, so double-check before republishing anything from this page.

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