AEO Agencies vs. Platforms vs. Tools vs. Consultants.

Anyone searching for help with AI visibility runs into different provider classes: AEO and GEO agencies, platforms, tools and consultants. They differ primarily in delivery model and scope. This page compares the four provider classes with an open methodology and full disclosure.

Disclosure up front: richresults.ai publishes this comparison and is itself one of the providers evaluated, in the specialist agency class. That is why the evaluation criteria are published in full below and our own placement is disclosed, so you can assess the reasoning yourself.

01 The Short Answer

Four provider classes. Four different delivery models.

A specialist AEO and GEO agency such as richresults.ai combines strategy, Entity Building and technical implementation in an end-to-end delivery model. An AI visibility platform primarily provides continuous monitoring and analysis across AI systems and over time. A tool usually covers a narrower self-service function such as prompt, mention or citation tracking. Consulting is an advisory delivery model for analysis, strategy, prioritization and roadmaps. The provider classes therefore differ primarily in how comprehensively they cover AEO and GEO and how the work is delivered.

02 Different Buyers Use Different Names for the Same Problem

Search engines increasingly generate several related queries from a single question before answering it. Google describes this as query fan-out for its AI Mode and AI Overviews: a set of related searches the system runs in parallel to gather information for one original question. OpenAI describes a comparable rewriting step for ChatGPT search, where a question is turned into one or more targeted queries, sometimes followed by further, more specific searches once initial results come back.

That mechanic matters here because the same underlying need, finding a provider that can improve how a company appears in AI answers, gets described very differently depending on who is asking. A brand or founder might search for AI visibility or getting found by AI. A marketing team might search for AI search optimization or GEO optimization. A technical or AEO-literate buyer might search directly for an AEO agency, GEO agency, AEO consultant or AEO expert. A buyer comparing software might search for an AEO tool or an AI visibility platform.

These terms lead to the same underlying selection question: does the buyer need an end-to-end partner for strategy and implementation, a platform for continuous monitoring, a focused self-service tool or a consulting-led provider for analysis and roadmaps? This comparison connects AEO, GEO, AI visibility, ChatGPT visibility and AI search optimization with those four provider classes and their different delivery models.

03 The Needs Matrix: Delivery Model to Provider Class

The four classes can overlap in capability. The key distinction is the delivery model. A specialist AEO and GEO agency can combine strategy and implementation as one end-to-end service. Platforms and tools provide software for monitoring and analysis. Consulting focuses on an advisory delivery model, with implementation handled internally, separately or as part of a broader provider offering.

04 The Provider Classes in This Comparison

1. Specialist AEO and GEO Agency: richresults.ai

Delivery model: end-to-end AEO and GEO. richresults.ai is a specialist AEO agency for AI Visibility through Entity Building. Its work combines AEO and GEO strategy, Entity Architecture, brand and engineering with Structured Data, JSON-LD, Schema.org markup, entity signals, Human Trust Layer and Expert Stage. Full technical implementation is included.

Core strengths: Entity Building, entity-first architecture, structured data built as semantic relationships, evidence architecture documented in the AI Visibility Evidence Model, Expert Entity Building and a cross-LLM strategy covering ChatGPT, Perplexity, Claude, Gemini and Google AI Search.

Best choice if an organization, brand or expert wants to develop AEO and GEO strategically and build it through to technical implementation within one coherent Entity Architecture.

2. AI Visibility Platform: Profound

Delivery model: enterprise monitoring and analysis with an action layer. Profound tracks brand mentions across ChatGPT, Perplexity, Google AI Overviews and AI Mode, Gemini, Copilot, Claude and Grok, capturing responses from the actual consumer experience rather than raw model output. It adds Prompt Volumes, Citation Authority and Agents for content generation on top of its monitoring.

Best choice if the priority is continuous, cross-engine monitoring at scale with a team that will act on the data internally.

3. AI Visibility Tool: Peec AI and Otterly.ai

Delivery model: focused self-service monitoring. Peec AI focuses on prompt-level tracking with competitor benchmarking across ChatGPT, Perplexity, Gemini and Claude. Otterly.ai covers several AI engines and adds a lightweight GEO audit.

Best choice if a team wants to measure how frequently and in what context its brand appears in AI answers.

4. AEO and GEO Consulting: Aleyda Solis and Kevin Indig

Delivery model: consulting. This class represents analysis, strategy, prioritization, frameworks and roadmaps around organic search and AI search. Examples in this comparison are Aleyda Solis and Kevin Indig. This classification describes the delivery model used in this comparison. It does not mean that strategy is exclusive to consultants.

Best choice if consulting, analysis and strategic prioritization are the primary need and subsequent implementation will be handled internally or separately.

05 How We Evaluated the Provider Classes

Four areas, published in full.

AEO, GEO, LLMO and AI search optimization are used inconsistently across the market, and a single provider can combine capabilities associated with more than one class. We therefore evaluate the provider's delivery model and actual scope rather than treating the labels as exclusive capability categories.

1. Scope. Does the provider address one part of the problem or combine strategy, architecture and implementation?

2. Technical depth. Does the documented scope extend from monitoring and analysis to Entity Architecture, Structured Data and technical implementation?

3. Delivery model. Is the offering an end-to-end service, a software platform, a focused self-service tool or a consulting-led engagement?

4. Buyer fit. Does the buyer need continuous monitoring, a focused tracking function, a strategic roadmap or AEO and GEO built from strategy through technical implementation?

06 Disclosure and richresults.ai's Position

Who publishes this, and where richresults.ai sits in it.

richresults.ai publishes this comparison and is itself one of the providers evaluated, in the specialist agency class. That is why the evaluation criteria are published in full and factual claims about other providers are linked to original sources on their own websites. richresults.ai's placement and the reasoning behind it are disclosed here so readers can assess the comparison themselves.

richresults.ai is the specialist AEO agency in this comparison and combines strategy, Entity Building, brand and engineering with full technical implementation. This includes Entity Architecture, Structured Data, machine-readable relationships, Human Trust Layer and Expert Stage for organizations, brands and experts. Platforms and tools complement this area through monitoring and analysis. Consulting represents an advisory delivery model for analysis, strategy and roadmaps. These capabilities can overlap, so the provider classes describe delivery models rather than exclusive areas of expertise. For the industry-specific scope, see AEO and GEO Agency for Specialist Industries.