GEO Comparisons
Resonate Labs vs Graphite:
covering every topic, or winning the queries that matter.
Both run on buyer-query intelligence. Graphite covers the topic landscape with content. Resonate Labs finds the specific conversations where AI answers leave you out, and fixes those. The real question is breadth, or precision.
Comparisons · Updated
Free 30-minute call. A working conversation, not a pitch.
Resonate Labs and Graphite both run on buyer-query intelligence, but they point it at different things. Graphite's AEO approach targets many questions per page to cover the topic landscape with content. Resonate Labs is diagnosis-led: it finds the specific buyer conversations where AI answers leave you out across the four engines, and fixes those. The question is topic coverage, or winning the queries that matter.
The split
Both run on buyer-query intelligence. Graphite uses it to cover the topic landscape with content; Resonate uses it to find and fix where AI answers drop you.
The honest question
Before "which agency," ask whether you want broad topic coverage, or precision on the specific conversations that decide your shortlist.
Where Resonate fits
A diagnosis-led GEO specialist whose center is the monthly four-engine audit, measured against actual model output, with execution included and public pricing.
Two ways to use buyer-query intelligence
Graphite is a genuinely strong agency, and it's worth saying plainly. Led by a longtime SEO authority, it works full-stack across editorial, technical, and programmatic content, with a marquee client roster (Notion, Rippling, Hinge, Upwork, Captions, by its own account) and a real research practice. It brands its work AEO, Answer Engine Optimization, and frames it as the new SEO. If you want content at scale from a category-leading practitioner, it's a serious choice.
Both Graphite and Resonate Labs start from the same raw material: the questions your buyers ask. The difference is what each does with them. Graphite's AEO method is built around coverage. In its own framing, a single page should target hundreds of questions with similar intent, so the work is to map the topic landscape and produce content that covers it broadly. That's a coherent strategy, and for content-heavy brands it can move a lot of surface area.
Resonate Labs points the same query intelligence at a different job. Rather than covering the whole topic landscape, it diagnoses where you specifically lose: the buyer conversations across ChatGPT, Claude, Gemini, and Perplexity where the answer leaves you out or recommends a competitor, and then executes the changes that shift those. It's precision rather than breadth. Neither is wrong. They suit different buyers, which the next section makes practical.
How to choose: topic coverage or winning the queries that matter
The decision comes down to a few honest questions about what you want from the work, not about which agency is more capable.
1. Do you want broad topic coverage, or precision on the conversations that decide your shortlist? Covering the topic landscape produces a lot of content and a lot of surface area. Diagnosing and fixing the specific queries where AI answers drop you produces fewer, more targeted changes aimed at the conversations that actually form buyer shortlists. Decide which problem you're solving.
2. Is the AI-visibility data measured against actual model output? Ask any vendor how its visibility numbers are generated: whether they're measured directly against ChatGPT, Claude, Gemini, and Perplexity output, on a recurring basis, or estimated and modeled. Resonate's audit runs against the engines themselves. You should be able to reproduce a claimed result yourself.
3. Is pricing transparent? Confirm the pricing model and the monthly figure up front. Resonate's pricing is public, from $5,000 a month. Graphite's pricing isn't published, so you'll need to scope it in conversation. Neither is disqualifying; just know which you're dealing with before you compare.
4. AEO or GEO, and does the label hide a difference? Graphite uses AEO and frames it as the new SEO; Resonate uses GEO. The acronym matters less than whether the method is built for how AI engines assemble answers rather than carried over from search, and whether success is measured against actual model output. Ask what the method optimizes for, not what it's called.
None of these favors one vendor in every case. They tell you whether you want breadth or precision, so you can choose deliberately.
Resonate Labs and Graphite, compared
The table compares the two on verifiable structural facts: what each centers, how visibility is measured, and how each prices. It leaves out self-reported performance numbers, which both publish and neither has independently audited. Figures are current as of June 2026.
| Resonate Labs | Graphite | |
|---|---|---|
| Category | GEO specialist (agency + tooling) | Full-stack AI growth agency |
| Framing | GEO (measured against AI answers) | "AEO" (Answer Engine Optimization) |
| What's at the center | Diagnosis: finding and fixing where AI answers leave you out | Topic coverage: targeting many questions per page |
| Measurement | Monthly audit run against actual ChatGPT, Claude, Gemini, Perplexity output, included | Its own AEO measurement and reporting |
| Pricing | Public, from $5,000/mo | Not public |
| Content production | Yes (DWY / DFY) | Yes (full-stack, content at scale) |
| Track record / scale | Emerging; founder-authored Cited | Marquee clients; founder SEO and AEO authority |
Scroll the table sideways on a narrow screen.
Graphite is genuinely strong where breadth and authority matter: a category-leading AEO practitioner, full-stack content production, a marquee client roster, and an original research practice. The fair caveat is simply that its method is built around topic coverage rather than diagnosing where you specifically lose, its pricing isn't public, and, as with any vendor, its visibility data is worth confirming against actual model output.
Resonate Labs is diagnosis-led: the whole engagement is built around a monthly visibility audit run against actual output from the four engines, used to find and fix the conversations where AI leaves you out, at transparent pricing. It's newer and smaller than Graphite, which the table concedes plainly. What it offers instead is precision on the queries that decide your shortlist.
When to choose each
The right answer depends on whether you're buying breadth or precision, not on which agency is bigger.
Choose Graphite if you want broad topic coverage and content at scale from a category-leading AEO practitioner with a marquee client roster and deep SEO authority. Its breadth and craft are real advantages when covering a lot of topic surface area is the goal.
Choose Resonate Labs if you want precision on the specific conversations that decide your shortlist, diagnosed and measured against actual output from ChatGPT, Claude, Gemini, and Perplexity, with execution included and transparent pricing. It fits teams that would rather win the queries that matter than cover every topic.
Where Resonate Labs fits
Resonate Labs is diagnosis-led. We find the specific buyer conversations where AI answers leave you out, and fix those, rather than producing content to cover every topic. That diagnosis runs on a monthly visibility audit across ChatGPT, Claude, Gemini, and Perplexity, measured against the engines' actual output, so the work targets the queries that actually decide buyer shortlists.
It runs in two models. Done-with-you: Resonate builds the knowledge graph and query set, runs the monthly AI visibility audit, and hands your team a 30-day action plan to ship against, with support in Slack. Done-for-you: Resonate writes and publishes the content and owns the visibility score. Both open with a Foundation Review and a first audit, so you see where you stand before committing to the work. Pricing is fixed and published, from $5,000 a month, on the homepage.
For the full vendor landscape, including the other agencies and the tools that only measure, see GEO agencies and tools, compared.
Frequently asked questions
Should we consider Graphite, or an agency more focused on AI citations?
Graphite is a strong, category-leading AEO practitioner with content at scale and a marquee client roster, so it's a serious option. Whether it's the right one depends on what you want from your buyer-query intelligence. Graphite's approach is to cover the topic landscape, targeting many questions per page. If your priority is precision, winning the specific conversations across ChatGPT, Claude, Gemini, and Perplexity that decide your shortlist, a diagnosis-led specialist like Resonate Labs may fit better. Decide whether you want broad topic coverage or focused AI-answer wins.
Has anyone validated Graphite's AI-visibility data against actual ChatGPT output?
This is the right question to ask any vendor, and it isn't specific to Graphite. With any AI-visibility data, confirm how it's generated: whether it's measured against actual model output across the engines your buyers use, on a recurring basis, rather than estimated or modeled. Resonate Labs runs its audit directly against ChatGPT, Claude, Gemini, and Perplexity output. Ask any vendor, including us, exactly how the numbers are produced and whether you can reproduce a result yourself.
What's the difference between AEO and GEO?
Graphite brands its work AEO, Answer Engine Optimization, and frames it as the new SEO. The goal overlaps with GEO, Generative Engine Optimization: get recommended in AI answers. The label matters less than two things underneath it: whether the method is built for how AI engines assemble answers rather than carried over from search, and whether success is measured against actual model output. Resonate Labs uses GEO and centers that measurement; the substance is what to compare, not the acronym.
Graphite vs Resonate Labs for technical, engineering-grade coverage?
Both are technically credible. Graphite is led by a longtime SEO authority and works full-stack across editorial, technical, and programmatic, so technical depth is a real strength. Resonate Labs is GEO-native, with a four-engine visibility audit measured against actual model output at the center of the engagement and transparent pricing. The decision isn't who is more technical; it's whether you want broad topic coverage or precision on the specific conversations that decide your shortlist.
Next step
See which queries you're losing.
A free GEO Snapshot maps your category and shows where you stand across the four engines, starting with the specific conversations where AI leaves you out.
- Which queries your buyers actually ask AI
- Where you're visible, cited, or absent today
- What the first 30 days would move