Technical GEO
Information retrieval, entities, patents, and site architecture.
A model can only recommend a company if it can fetch the site and make sense of what it finds. That is crawl, rendering, entity graphs, and which passages get retrieved. Companies that skip this find out they paid for pages the engines never used. You want a shop that can talk about query fan-out and embeddings.
What to look for
| Buying criteria | Published retrieval, entity, or patent work, not a blog calendar restated as GEO. |
|---|---|
| Proof that matters | A methodology page you can read (query fan-out, passage retrieval, Brand SERP, patent scoring) plus named complex-domain work. |
| Common mismatch | A content studio that cannot discuss crawl, render, embeddings, or how a model actually fetches the page. |
| Typical engagement | Audit of fetchability and entity graph, then a scoped implementation wave. Citation work starts after the site is usable as a source. |
Agencies
iPullRank for enterprise retrieval on large, complex domains. Go Fish Digital for patent-informed scoring and AI Overview analysis. Kalicube for entity and knowledge-graph control.
Absence from this table is not a warning to avoid a firm. Other agencies in the directory may still be a fit; they are reviewed on their own pages.
| # | Agency | Best for | Why this fit | Notes |
|---|---|---|---|---|
| 1 | iPullRank | Enterprise sites that need retrieval mechanics | Relevance Engineering is the most explicit public technical GEO methodology in this directory, query fan-out, passage retrieval, embeddings, aimed at complex domains. | GEO-native technical shop. Enterprise-only economics (high minimums). Overkill for SMB lead gen. |
| 2 | Go Fish Digital | Teams that want the technical “why” behind citations | Patent-informed scoring via Barracuda and an AI Overview Analyzer, for buyers who need measurement grounded in published IP. | Technical project inside Agital, a PE-backed group. Confirm staffing after the roll-up. |
| 3 | Kalicube | Brands whose algorithms describe the entity incorrectly | Knowledge-graph and Brand SERP infrastructure (Kalicube Pro) when the problem is how search and LLMs understand the company, not page velocity. | Platform plus consulting. Weak fit for local lead gen or catalog merchandising. |
| Agency | Lead gen | Technical | Thought leadership |
|---|---|---|---|
| iPullRank | 4 | 10 | 6 |
| Go Fish Digital | 5 | 8 | 6 |
| Kalicube | 6 | 8 | 8 |