GEO Glossary

81 AI search terms, defined simply

81 terms

A

Accuracy / Representation quality
Measures whether AI describes you correctly (category, offer, differentiation). Being cited but described wrongly = lost value.
Action plan
Ordered list of actions to carry out (technical, content, evidence, structure, monitoring) to win positions in AI answers.
Actionable strategy
Strategy translated into concrete, prioritised actions, with a sequence, an effort and expected results.
AEO (Answer Engine Optimization)
Another name for GEO, adopted notably by HubSpot: the practice of being cited, and accurately described, in AI engine answers. Both terms describe the same discipline, see the article “AEO or GEO: two names for the same discipline”.
AI answers
Final results displayed by an AI. Being absent amounts to functional invisibility.
AI competitive analysis
Analysis of who dominates AI answers on high-value queries, and of the concrete reasons behind that dominance.
AI positioning
How an AI describes and ranks a brand (category, strengths, role) in an answer. Goal: to be described accurately and favourably.
AI Share of Voice (AI SOV)
A brand's share of presence in AI answers across a panel of queries (compared with the competition).
AI visibility
Level of presence and quality of representation of a brand in AI answers.
AI visibility audit
Real measurement of a brand's presence in AI answers across a set of key queries.
AI visibility tests
Repeatable tests across several AI platforms to observe who is cited, how, and how often.
Automated tests
Tests run repeatedly without manual intervention to track AI visibility at a fixed cadence.
Automatic alerts
Notifications triggered when visibility drops on key queries, so you can correct course before the loss sets in.

B

Benchmarking
Structured method for comparing your AI visibility with that of competitors on the same panel (queries, platforms, protocol).
Business potential
Estimated commercial value tied to the queries where AI visibility influences the decision (leads, revenue, market share).

C

Canonical
Technical signal that indicates the main version of a page when several variants exist, to avoid dilution (duplicate content).
Chunking / Segmentation
Splitting content into coherent blocks (sections) so that AI can retrieve and reuse exactly the right passages.
Citation rate
How often your brand or your pages are cited in AI answers across a panel of queries.
Citations / Attributions
Explicit indications of the sources an AI used. The goal: to be a stable, clear and "citable" source.
Comparative narrative
The discourse an AI generates when it compares options. Structuring and influencing it is a key issue.
Constant, measurable protocol
Strict framework (queries, platforms, conditions) that guarantees comparable results over time and between competitors.
Content pruning
Removing, merging or rewriting weak, outdated or duplicate content to concentrate authority and improve clarity.
Core Web Vitals
UX and performance indicators (loading, interactivity, visual stability). A direct impact on experience and often on SEO.
Crawl
Crawlers exploring your pages. Without reliable crawling, there is no indexing and no fast update.
Crawl budget
Amount of resources that crawlers allocate to your site. A limited budget can slow down how pages are discovered and updated.
Cumulative effect
Progress that compounds: the more correctly a brand is cited, the more often it gets recommended.

D

Direct source of leads
When AI answers become an acquisition channel: users discover you, compare you and contact you.
Drift
AI answers changing without any change on your side (model, sources, competition). Worth monitoring to react quickly.

E

E-E-A-T
Experience, Expertise, Authoritativeness, Trust. Credibility signals (authors, evidence, transparency, reputation).
Ease of extraction
An AI's ability to quickly isolate clean information thanks to a clear, readable structure.
Embeddings / Vectorisation
Turning text into numerical vectors to measure similarity and retrieve relevant passages (semantic search).
Entities
Identifiable objects (brands, people, products, places). In AI, clarifying entities reduces ambiguity and improves recommendation.

F

Fluid positions
Phase in which AI recommendations change a lot. Fast execution can shift visibility significantly.
Freshness / Recency bias
Tendency to favour recent information depending on context (news, prices, new products). Managed through dates, updates and sources.

G

Generative engines
Systems able to interpret content and produce structured answers.
Generative search
Search in which the user gets a synthesised answer produced by an AI rather than a list of links.
GEO (Generative Engine Optimization)
Discipline that aims to maximise the likelihood that an AI identifies, understands and recommends a brand in its answers.
GEO diagnostic
Structured analysis of a site's ability to be understood, cited and recommended by AI engines.
GEO score
Summary indicator of GEO maturity, used to prioritise actions and track progress over time.
Grounding
Mechanism by which AI relies on sources (documents, pages) rather than making things up. The more "groundable" your content, the more you gain.

H

Hallucination
A plausible but false answer. The role of GEO: reduce ambiguity and provide evidence that locks in the truth.
Hreflang
Tag that indicates language and regional variants (FR-CA, EN-CA, etc.) to avoid confusion and serve the right page.

I

Indexing
Stage at which a page is added to an engine's index. Crawling ≠ indexing. Without indexing, there is no lasting visibility.
Information density
Amount of useful substance: data, evidence, examples, clear definitions and comparisons.
Intent mapping
Interpreting the real need behind a query (information, comparison, purchase). Content must match the intent, not just the words.
Internal linking
Internal links that organise the site. They guide crawling, strengthen clusters and clarify the hierarchy of content.

J

JSON-LD
Standard format for structured data that helps engines clearly understand an identity and an offer.

K

Knowledge Graph
Network of entities and relationships (brand↔products↔people↔places). The clearer and more consistent it is, the better AI "classifies" you.

L

Lasting advantage
Advantage created when a brand becomes a recurring reference in AI answers, making its position hard to dislodge.
Locked positions
Phase in which AI keeps recommending the same references. Getting into the answer becomes slower and more costly.

M

Marketing and acquisition
Mechanisms and channels that turn AI visibility into concrete opportunities: awareness, consideration, leads and revenue.
Monitoring dashboard
Dashboard that tracks AI visibility: queries tested, platforms, presence, positions and variations.
Monthly reports
Operational summary: changes, actions taken, decisions and priorities for the following month.

N

Noindex
Directive that prevents a page from being indexed. Useful for staging, unnecessary pages, or content to keep out of engines.

P

Prompt injection
Attack that tries to manipulate an AI system through text (hidden instructions). Important if you integrate a chatbot or RAG.

Q

Qualified leads
Prospects with real intent and a good fit. In GEO, the aim is quality at the moment of decision.
Quarterly reports
Strategic reading of trends: themes won or lost, opportunities, and adjustments to priorities.
Query panel
Stable list of queries tested to measure AI visibility. Without a constant panel, results cannot be compared.

R

RAG (Retrieval-Augmented Generation)
Approach in which AI first retrieves sources (pages, documents), then generates an answer based on those sources.
Raw data
Unfiltered data (exports, histories, logs) that makes it possible to validate findings and ensure transparency.
Real-time tracking
Continuous access to indicators and history, to steer actions quickly and react to changes.
Rendering / JS rendering
How content is rendered (HTML vs JavaScript). If the main content depends too heavily on JavaScript, some systems read it poorly.
Retrieval
Stage in which passages and sources are retrieved before generation. Optimising structure and clarity increases your chances of being "retrieved".
Robots.txt
File that guides crawling. Misconfigured, it can block key sections.
ROI (Return on investment)
Ratio between the value generated by AI visibility and the investment needed to obtain it.

S

Semantic search
Search by meaning and similarity, not only by keywords. Based on embeddings, close to how RAG works.
SEO
Optimisation for traditional search engines. Useful, but not enough on its own to win positions in AI answers.
Strategic query
High-business-value search in which AI visibility influences the decision and the choice of a supplier.
Strategic scoping
Clarifying markets, regions, languages, priorities and actual competitors to avoid a generic analysis.
Strategy and positioning
The set of choices that determine how a brand should be perceived, understood and recommended by AI in its key markets.
Structured data
Information formatted so that machines understand it without ambiguity (e.g. organisation, products, FAQ).
Structured data types
Types of structured data (Organization, Article, FAQPage, Product, Review, LocalBusiness, etc.). Choosing the right types reduces ambiguity.

T

Tailored commercial proposal
Proposal that links GEO actions → measurable impact → budget → ROI, with a clear plan that can be defended internally.
Topic cluster / Silo
Organising content into clusters (pillar page + related content) to strengthen the coverage and understanding of a subject.
Topical authority
Signal that a brand covers a subject completely, consistently and credibly, which favours AI recommendation.
Transactional query
Search close to the act of buying. Being absent here means a direct loss of opportunities.
Twice-monthly tests
Measurement cadence of twice a month, to detect reliable trends without overreacting to fluctuations.

V

Vector DB (vector database)
Database optimised to store and search embeddings (similarity). Often used in RAG architectures.
Voice optimisation
Adapting content to natural questions and direct answers, often in a Q&A format.

W

Window of opportunity
Period when positions in AI answers can still be won. Acting early makes it possible to settle in for the long term.

X

XML sitemap
List of pages offered to engines to make discovery and indexing easier (especially for large sites or new content).

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