Brand reputation measurement in AI
How many times the brand is cited in LLM responses, in what contexts, with what sentiment. Dashboard per query and per engine.
04 · Access International productDelivered at our clients
GEO — Generative Engine Optimization
Measure your positioning in AI search engines.
Solution for analyzing and tracking your visibility in LLM-based conversational engines: Perplexity, ChatGPT, Google AI Mode, Gemini. The platform queries these engines on your target queries, measures your positioning against competitors, and identifies optimization opportunities.
Goal
Know what AI search engines say about you when a customer asks a question, and improve your positioning.
How
Automated queries on Perplexity / ChatGPT / Google AI Mode / Gemini + competitor benchmark + optimization recommendations.
Benefits
- Measurable visibility in AI search (Perplexity, ChatGPT, Gemini, Google AI Mode)
- Continuous comparison against direct competition
- Identification of sources and content cited by LLMs
- Prioritized action plan to gain AI visibility
Access reference — already deployed in production
- Sector
- Consulting agency · MENA
- Delivery mode
- Service Center — white-label deployment
- Volume / scope
- 1 GEO platform live in production
- Stack
- LLM APIs (Perplexity, OpenAI, Google AI Mode, Gemini), n8n orchestration, custom dashboard, AI share-of-voice scoring
- Status
- Live in production, tracked engines updated continuously
Reference anonymized under confidentiality. Details available on request under NDA.
Typical use cases
Competitive monitoring in AI search, post-traditional-SEO content strategy, brand reputation measurement in generative engines.
Continuous competitive monitoring
Tracking the positioning of your 5 to 10 direct competitors on business queries. Detection of new entrants visible in LLMs.
Post-SEO content strategy
Identification of content that LLMs cite (Wikipedia, specialized press, own site, others). Prioritization of content actions to gain AI visibility.
Periodic reports
Weekly or monthly automated report for marketing and communications directorates, with actionable recommendations.
Business functions served
Business functions served
This product applies to the following business functions. Click to discover how we adapt it to each.
Complementary products
Complementary products
These products combine with this one for complete programs.
Frequently asked questions
Frequently asked questions
Which AI engines do you track?+
Perplexity, ChatGPT (web mode), Google AI Mode (AI Overviews), Gemini, Microsoft Copilot, Claude (when accessing the web). List expandable according to new market offerings.
How do you measure positioning?+
We query the engines on a panel of business queries relevant to your brand, measure mentions, their relative position, their formulation, and the sources cited. Metrics: mention rate, AI share of voice, sentiment, sources.
Can I track my competitors?+
Yes, this is the central feature. We track your brand and your competitors in parallel on the same queries to produce a dynamic benchmark.
Time to first report?+
Seven to ten days after scoping: query selection, tracking setup, first run, and reporting.
Does GEO replace traditional SEO?+
No, complementary. Classic SEO remains relevant for traditional Google search. GEO measures a new surface that concerns users who consult LLMs instead of Google.
Case studies
Related case studies
Want to explore this product in your context?
Free initial scoping, 30 minutes to 2 hours, with a solution lead adapted to your sector.