AEO Measurement / Tooling
Share of answer, per-engine citations, and dashboards.
You cannot manage a ranking you cannot see per engine. Dashboards that mix ChatGPT with Overviews and call it one score hide that the engines disagree. Jellyfish measures Share of Model perception across LLMs. Driven Metrics builds SMB dashboards that refuse false precision. Graphite treats LLM share of voice as a first-class metric.
What to look for
| Buying criteria | Share of answer, per-engine presence, and honest gaps, including what still cannot be measured. |
|---|---|
| Proof that matters | A product SKU, dashboard you can inspect, or public write-ups that treat LLM share of voice as a first-class metric. |
| Common mismatch | A reporting shop that only restates Search Console and calls the export GEO. |
| Typical engagement | Instrumentation first (often a product on-ramp), then a monthly insight retain. Do not buy a 40-page audit nobody operationalizes. |
Agencies
Jellyfish for Share of Model LLM perception measurement with GEO activation. Driven Metrics for SMB dashboards that refuse false precision. Graphite for LLM share of voice treated as a first-class metric.
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 | Jellyfish | Brands that need LLM perception and Share of Model measurement | Jellyfish pairs GEO activation with Share of Model measurement of how major LLMs represent and recommend a brand. | Brandtech-owned. Measurement-led GEO rather than a content-only package. |
| 2 | Driven Metrics | SMB reporting with honest gaps | SMB dashboards plus a public refusal to invent false precision on agentic tracking. | SEO/GEO/ASO overlay for healthcare, home services, SaaS, and professional services. |
| 3 | Graphite | SaaS programs that track LLM share of voice | Public AEO writing and case cards treat LLM share of voice as a first-class metric, including named Webflow LLM outcomes (agency-published). | Research-driven growth retainer for tech companies. |
| Agency | Lead gen | Technical | Thought leadership |
|---|---|---|---|
| Jellyfish | 5 | 5 | 4 |
| Driven Metrics | 9 | 7 | 6 |
| Graphite | 6 | 7 | 7 |