EST. MMXXVI · THE INSTITUTION OF RECORD FOR AI CITATION · OPEN METHODOLOGY

The AI Citation Institute sealTHE AI CITATION INSTITUTEEx corpore, auctoritas.

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The AI Citation Institute vs Otterly.AI.
Monitoring, and the whole loop.

Otterly is a clean, approachable way to watch where your brand shows up across AI assistants. We credit that plainly, date the numbers, and make our case on the part that comes after monitoring: doing something about the gap and proving it.

competitor data as of 2026-08-07 — AI-visibility tools change often; every competitor claim below is a dated observation, not a present-tense absolute.

What Otterly.AI does well

Credit where it's due. Otterly is monitoring-first and easy to get value from — prompt-level tracking across engines, without a heavy lift.

Otterly.AI

otterly.ai ↗

An AI-search / answer-engine monitoring tool tracking brand mentions and prompts across AI assistants.

genuine strengths

  • +Approachable, monitoring-first product
  • +Prompt-level tracking across multiple AI engines
  • +The lowest published entry price we observed in the category ($29/month)

observed, dated

  • Otterly.AI's public pricing listed Lite at $29/month (15 prompts), Standard at $189/month, and Premium at $489/month on monthly billing, about 15% less billed annually. The base price covers 4 engines (ChatGPT, Google AI Overviews, Perplexity, Microsoft Copilot); Claude, Gemini, and Google AI Mode were separately-priced add-ons — worth knowing before comparing per-engine value.

    as of 2026-08-07 · otterly.ai/pricing — primary capture 2026-08-07, both billing toggles present in served HTML (RETURN-2026-08-07-payload-F.json).

The measured reading

On our own frozen five engines panel, day-0 scan 2026-07-19:

Day-0 share of AI answers, Otterly.AI vs The AI Citation Institute
ToolShare of AI answers (day 0)
Otterly.AI43.8%
The AI Citation Institute (day 0)0.0%

The AI Citation Institute self-onboarding day-0 panel, 2026-07-19: 47 demand-grounded queries × 5 engines (ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews), buyer / vendor-selection side, panel-wide share of answers. We publish our own day-0 zero on purpose.

Where The AI Citation Institute is different

Monitoring tells you where you stand. We built the part that changes it — and prove the change with receipts.

01

Eligibility honesty

We decompose every loss into a signal gap (we can close it) or a substance gap (a rival genuinely has more — more reviews, real credentials, deeper proof). When it's substance, we tell you instead of billing you to lose.

02

Closed-loop attribution

We tie published content to the visibility it earned — the AI answers before and after, which pages got cited, Search Console impressions, GA4 sessions — not a vanity score in isolation.

03

We grade ourselves in the open

We run our own instrument on ourselves and publish the methodology and the live panel. When we change the instrument, we say so on the chart and start a new labeled series.

04

A dataset that compounds

Every engagement teaches the shared model which levers move which answers, so the next diagnosis starts from evidence, not a guess. An edge, not a lock — we can't see inside model training and don't claim to.

The honest bottom line

If you want a light, approachable monitor to watch your AI mentions, Otterly is a good pick. If you want the whole loop — measure, write, verify, publish, and prove the visibility it earned — with the eligibility honesty to tell you when a gap is substance rather than signal, that's the case for the AI Citation Institute.

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