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Measuring AI citations in 2026: tools, methods, DIY

Par Martin Noale · Founder, NEXUS GEO
Dernière mise à jour : 25 mai 2026

Comparison of 2026 tools for measuring your citations in ChatGPT, Claude, Gemini, Perplexity. Free tools, paid tools and an in-house DIY approach.

25 May 20268 min· by Martin Noale

Lire en français : version française

Measuring AI citations in 2026: tools, methods, DIY

Contents

  • TL;DR
  • Why measure
  • Free tools
  • Paid tools
  • DIY tracker
  • Key metrics
  • Monthly methodology
  • FAQ
  • Sources

TL;DR

Three families of tools: free (Google Search Console for AI Overviews, Bing Webmaster Tools Copilot tab, manual prompt tests), paid (Profound $999/mo, Goodie AI, AthenaHQ), and DIY (an in-house tracker wired to the AI engines' APIs). Measure on a minimum of 30 industry prompts, every month, per engine.

Why measuring AI citations is no longer optional

Without measurement, GEO is faith. With measurement, it's an acquisition channel as steerable as any other. Three concrete reasons: (1) prioritise actions — you'll know which engine cites you least and why; (2) defend the GEO budget to leadership with hard KPIs; (3) detect regressions — a model swap (GPT-4 to GPT-5) can wipe your citations overnight.

Our internal rule of thumb at NEXUS GEO: roughly 70 to 80% of the GEO budget goes to editorial and technical production, 20 to 30% to measurement. That's the ratio that keeps the channel steerable.

Free tools — where to start

Google Search Console — AI Overviews tab (since 2025)

Google added a dedicated AI Overviews report inside Search Console in late 2025. You see the queries where your site has been cited inside an AI Overview, click rate and impressions. Free, official, the first place to look. Limit: covers Google AI Overviews only — not ChatGPT, Claude, Gemini chat or Perplexity.

Bing Webmaster Tools — Copilot tab

Microsoft Bing Webmaster has offered a Copilot tab since 2024 that surfaces citations of your site inside Copilot answers. Since ChatGPT in browsing mode relies on Bing, it's a useful proxy for estimating your ChatGPT visibility. Free, activate it today.

Manual prompt tests

The most basic approach but ruthlessly effective: list 20 to 30 prompts your prospects would type ("best agency X in Europe", "solution Y for SMBs"). Test them every month in ChatGPT, Claude, Gemini and Perplexity. Note: (1) are you cited? (2) at what position? (3) which competitors are cited instead? Cost: €0, time: 2 hours per month.

Paid tools — when to level up

Profound (tryprofound.com) — the US reference

Profound, founded in 2023, is the US leader of GEO measurement tools. Multi-engine tracking (ChatGPT, Claude, Gemini, Perplexity), automated competitor benchmarking, citation change alerts. Pricing: $999/mo entry tier (August 2025). Fit for brands with 50+ tracked prompts and a GEO budget above €5,000/mo.

Goodie AI

Direct competitor to Profound, similar positioning. Goodie AI leans on the depth of semantic analysis of AI answers (who's cited, on what angle, with what sentiment). Pricing: $600 to $1,200/mo depending on volume. Good alternative if you want analytical depth over prompt volume.

AthenaHQ

More recent, AthenaHQ focuses on the AI share-of-voice dimension and provides clean dashboards for marketing leaders. Announced pricing: $750/mo entry tier. Interesting for brands needing a visual monthly deliverable for their leadership.

The DIY approach: an in-house tracker is doable

The principle is within reach of any technical team: (1) a database storing your target prompts and citation history; (2) a scheduled call to the AI engines' APIs on those prompts; (3) a parser that detects whether your brand is cited and at what position; (4) a dashboard plotting the trend. This is the spirit of the tool NEXUS GEO has industrialised in-house for its clients.

Monthly cost: €5 to €20 in API calls per client — lightweight models put the per-prompt cost at a fraction of a cent. Advantage over Profound: full control of the prompt scope, ability to integrate models not covered by US tools (Mistral, Le Chat), and marginal cost close to zero. Downside: initial dev time (2 to 3 weeks).

The NEXUS GEO tracking tool

In-house, NEXUS GEO runs a proprietary AI-citation tracker, developed and operated internally. It continuously queries several engines on a panel of target industry prompts, detects brand mentions (including their variants) and surfaces the trend in a dashboard. This tool is embedded in client engagements; it is not sold as a standalone product.

The 3 metrics that actually matter

1. Citation rate

Percentage of prompts in the panel where your brand is cited at least once. The simplest and most telling metric. As an indicative order of magnitude, a French B2B brand starting from a low base will often target moving from single digits to 30-40% over a first 90-day cycle — the actual trajectory depends on sector and competition.

2. Average position in the answer

When you're cited, in what position? First brand mentioned, or third out of five? Position 1-2 captures most of the attention. Objective: reach position 1-2 on at least 50% of the prompts where you're cited.

3. AI share of voice

Across all brands cited in your prompt panel, what share do you represent? If you get 40 citations and your 3 direct competitors total 120, your AI share of voice is 25%. The reference metric for steering against competition.

Monthly test methodology (45 minutes)

  1. Define 30 representative industry prompts (10 category A: direct search; 10 B: comparatives; 10 C: indirect recommendations).
  2. Run the 30 prompts in ChatGPT, Claude, Gemini and Perplexity (120 queries total). 30 minutes manually, or 5 minutes via an automated tracker.
  3. For each query, log: brand cited Y/N, position if yes, competitors cited, source URLs cited by the AI.
  4. Compile in a sheet or dashboard: citation rate per engine, average position, share of voice, top external sources mentioned.
  5. Compare to the previous month. Any variation > 15% deserves a causal analysis (did we ship an action? did a competitor publish?).

This is the methodology [NEXUS GEO applies for its clients](/methodologie) with an automated monthly report. The €1,750 initial audit includes the first full benchmark on 30 prompts.

FAQ

Sources

  • Google Search Central — AI Overviews documentation inside Search Console, 2025.
  • Microsoft Bing Webmaster — Copilot tab documentation, 2024-2025.
  • Profound — Pricing and documentation, 2025 (tryprofound.com).
  • Goodie AI — Official site and 2025 pricing.
  • AthenaHQ — Official site 2025.
  • Aggarwal P. et al. — "GEO: Generative Engine Optimization" — Princeton CS, 2024.
  • NEXUS GEO AI-citation tracker — proprietary in-house tool.

Ready to see what these levers do for your brand? [Book a NEXUS GEO audit](/audit/new) — 10 days, no commitment.

Want a 30-prompt benchmark of your brand?

The NEXUS GEO €1,750 audit includes the initial benchmark across ChatGPT, Claude, Gemini, Perplexity and Copilot. Shipped in 10 days as a 20-page PDF with a score per pillar and a 6-month action plan. No commitment — deliverables and timelines are stated upfront, and results depend on your market and execution.

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