GEO Comparisons
Resonate Labs vs Discovered Labs:
two GEO specialists, two engagement models.
Both are GEO-native agencies for B2B, both run proprietary tooling, and both frame the work on pipeline rather than vanity metrics. So the choice isn't which one "does GEO." It's whether you want a done-for-you retainer, or a measurement-first engagement with a published method that can hand the capability to your own team.
Comparisons · Last updated
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Resonate Labs and Discovered Labs are both GEO specialists for B2B, and on paper they rhyme: proprietary tooling, published case studies, and a promise to tie AI visibility to pipeline rather than vanity metrics. The real difference sits underneath the shared story. Discovered runs a done-for-you retainer that bundles AEO, SEO, and Reddit into one service, measured through its own tracker. Resonate keeps the engagement focused on GEO, publishes its measurement method across four engines, and can run done-with-you so the capability stays in-house. The question isn't capability. It's how you want to buy, and who owns the result.
The split
Both execute GEO natively. One runs it as a done-for-you retainer with combined channels; the other keeps it GEO-focused and can hand the method to your team.
The honest question
Both claim pipeline attribution. Ask to see the method behind the claim: is the measurement published and repeatable, or proprietary and internal?
Where Resonate fits
A GEO specialist with a public four-engine method, a self-serve entry point, and a done-with-you option that leaves the capability inside your team.
Two GEO specialists, side by side
Discovered Labs is a GEO-native agency for B2B SaaS. It has a technical co-founder who came out of AI research and prior engineering work at companies like Stripe and Aurora, a proprietary content framework it calls CITABLE, and its own AI Visibility Tracker for monitoring brand appearance across ChatGPT, Claude, Perplexity, and Google's AI answers. It prices month-to-month, with performance-based reporting, publishes case studies, and frames its work around commercial outcomes. If what you want is a done-for-you partner that combines channels, it's built for that.
Discovered's model is to combine channels. It folds Answer Engine Optimization together with SEO and Reddit marketing into a single service, run for you on a retainer. That breadth is deliberate: you're hiring one team to own the whole organic-and-AI surface, with the agency doing the work and reporting the outcomes through its own tooling.
Resonate Labs is built more narrowly on purpose. GEO is the whole product, not one channel in a combined retainer, and the engagement is built around a recurring visibility audit across ChatGPT, Claude, Gemini, and Perplexity, with the method published rather than kept internal. Pricing is public: an $850 AI Visibility Crawl, with 3-pack and 6-pack credits for repeat crawls, and a self-serve entry that doesn't require a call. Neither shape is better in the abstract. They suit different buyers, which the next section makes practical.
How to choose between a done-for-you retainer and a team-independent engagement
Because both vendors are GEO-native and both claim pipeline, the decision comes down to a few honest questions about how the work is bought, measured, and handed off, not about which agency is more capable.
1. Do you want the work done for you, or done with you? Discovered runs a done-for-you retainer: the agency owns the motion and you stay on to keep it going. Resonate offers done-for-you as well, but also done-with-you, where it upskills your team and hands off the method and SOPs so AI-answer visibility becomes an internal capability. If you'd rather fully outsource, a retainer is cleaner. If you want to own the capability, done-with-you is the match.
2. On pipeline attribution, can you see the method or only the claim? Both frame their work on pipeline and revenue rather than vanity metrics, so the claim itself doesn't separate them. What separates them is transparency. Discovered measures through a proprietary AI Visibility Tracker. Resonate publishes its methodology and a sample report, so you can see exactly what's scored across the four engines and how the action plan connects to it. When attribution is the deciding factor, weigh whether the measurement is inspectable and repeatable.
3. Do you want GEO focused, or bundled with SEO and Reddit? Discovered combines AEO, SEO, and Reddit into one service, which is efficient if you want a single team across those channels. Resonate keeps the engagement on GEO and its measurement, without folding in adjacent channels. Decide whether you're buying a combined organic-and-AI motion or a focused AI-answer one.
4. What entry point and commitment fit your stage? Discovered prices month-to-month, with performance-based reporting, and a consultation call as the way in. Resonate's entry is public and self-serve: an $850 AI Visibility Crawl, with prepaid 3-pack and 6-pack credits for repeat crawls, and ongoing or custom execution available on top. Match the entry shape to how much you want to commit before you see the method work.
5. On track record, weigh GEO-specific results, not lineage alone. Both teams bring specific backgrounds: Discovered has a technical co-founder out of AI research and publishes case studies; Resonate's founder authored Cited, and its methodology is built in-house and published in full. Engineering lineage and case studies are inputs, not proof. For a GEO decision, weigh GEO-specific results and how visibility is actually measured.
None of these favors one vendor in every case. They're the questions that tell you whether you want a retainer that runs the whole motion for you, or a focused, published engagement you can eventually run yourself.
Resonate Labs and Discovered Labs, compared
The table compares the two on verifiable structural facts: scope, how each measures, how the work is handed off, entry point, and track record. It leaves out self-reported performance numbers, which both publish and neither has independently audited. Figures are current as of July 2026.
| Resonate Labs | Discovered Labs | |
|---|---|---|
| Category / scope | GEO specialist, measurement-centric | AEO/GEO agency; AEO + SEO + Reddit combined |
| Measurement | Published method: recurring audit across ChatGPT, Claude, Gemini, Perplexity, with public sample report | Proprietary AI Visibility Tracker; CITABLE content framework |
| Engagement model | Done-for-you or done-with-you (upskills team, hands off SOPs) | Done-for-you retainer |
| Entry point | Public; AI Visibility Crawl $850, credits for repeat crawls; self-serve | Month-to-month; performance-based reporting; consultation call to start |
| Content production | Yes (DWY / DFY), GEO-focused | Yes (CITABLE framework), across combined channels |
| Background / proof | Founder-authored Cited; methodology built in-house and published in full | Founded 2024; technical co-founder from AI research (ex-Stripe / Aurora); published case studies |
Scroll the table sideways on a narrow screen.
Discovered Labs fits a done-for-you, combined-channel motion: a technical co-founder out of AI research, a proprietary CITABLE framework and AI Visibility Tracker, month-to-month pricing with performance-based reporting, and published case studies. What to know going in: measurement runs through its own tooling, and the model is a retainer the agency runs for you rather than a capability handed to your team.
Resonate Labs leads with a published method: a recurring audit across the four engines, a public sample report, and a done-with-you option that leaves the capability in-house. Where Discovered keeps measurement proprietary, Resonate makes it inspectable, so you can see what's scored and own the result rather than rent it.
Where each fits
The right answer depends on how you want to buy and who should own the result, not on which agency is more capable.
Where Discovered Labs fits: teams that want a done-for-you partner to own AEO, SEO, and Reddit as one combined motion, with a technical co-founder and published case studies behind it, and that are comfortable with measurement running through the vendor's own tooling. Its combined-channel breadth and month-to-month pricing suit teams that would rather outsource the whole surface and judge it on outcomes.
Choose Resonate Labs if you want GEO specifically, measured across ChatGPT, Claude, Gemini, and Perplexity with the method published rather than internal, at a lower, self-serve entry point, and with the option to run it done-with-you so your team keeps the capability. It fits teams whose priority is AI-answer visibility they can inspect and eventually own, not rent indefinitely.
Where Resonate Labs fits
Resonate Labs is a tech-enabled service: an agency that runs on its own proprietary tooling rather than manual work alone. It's a GEO specialist, so the engagement concentrates on AI-answer visibility rather than folding it into a combined AEO-SEO-Reddit retainer, and its execution engine includes the measurement a standalone tracker would give you, with the method published rather than kept internal. The recurring visibility audit across the four engines sits at the center of the work, and the engagement can run done-for-you or done-with-you depending on whether you want to own the capability.
A single AI Visibility Crawl is $850 and delivers the whole thing: Resonate builds the knowledge graph and query set, runs the visibility report across ChatGPT, Claude, Gemini, and Perplexity, hands you a 30-day action plan, and ships the fixes, with a private Slack channel included. It's self-serve, with no call required. Repeat crawls come as prepaid credits: a 3-pack at $2,295 or a 6-pack at $4,080. For ongoing or custom execution, book a call. Pricing is public, laid out on the pricing page.
If you're weighing a tracker against an agency that also executes, see AI visibility monitoring for where a tool stops and execution begins, and done-with-you GEO for how the capability gets handed to your team. For the full vendor landscape, including the other agencies and the tools that only measure, see GEO agencies and tools, compared.
Frequently asked questions
Is Discovered Labs a good fit for AI search visibility, or are there better GEO options?
Discovered Labs is a GEO-native agency for B2B SaaS, with a technical co-founder who came out of AI research, a proprietary CITABLE content framework and AI Visibility Tracker, month-to-month pricing with performance-based reporting, and published case studies. Whether it's the right fit depends on how you want to buy. If you want a done-for-you retainer that bundles AEO, SEO, and Reddit into one service and runs it for you, Discovered fits well. If you want a GEO specialist whose measurement method is published, scored across four engines, and can be handed to your own team so you're not permanently dependent on a vendor, Resonate Labs may fit better. The honest split is engagement model, not capability.
How is Resonate Labs different from Discovered Labs on pipeline attribution?
Both vendors frame their work on business outcomes rather than vanity metrics, and both claim to connect AI visibility to pipeline. The honest difference isn't the claim, it's the method behind it. Discovered Labs measures through a proprietary AI Visibility Tracker. Resonate Labs publishes its methodology: a recurring visibility audit scored across ChatGPT, Claude, Gemini, and Perplexity, with a public sample report showing exactly what gets measured and how the action plan connects to it. When you're choosing a vendor on pipeline attribution, ask to see the method, not just the claim, and weigh whether it's transparent and repeatable.
What's the difference between a done-for-you GEO retainer and a done-with-you engagement?
A done-for-you retainer, like Discovered Labs runs, means the agency does the work and you stay on the retainer to keep it going. A done-with-you engagement, which Resonate Labs offers alongside done-for-you, means the agency also upskills your team and hands off the method and SOPs, so the capability stays in-house even if the engagement ends. Neither is better in the abstract. A retainer is simpler if you'd rather outsource the whole motion; done-with-you fits teams that want to own AI-answer visibility as a durable internal capability rather than rent it indefinitely.
Do both Resonate Labs and Discovered Labs produce content, or only audit?
Both execute, not just audit. Discovered Labs ships content and structures it with its CITABLE framework, and combines that with SEO and Reddit in a single service. Resonate Labs also ships content, but keeps the engagement focused on GEO and its measurement rather than bundling adjacent channels, and can deliver it done-for-you or done-with-you. The difference isn't whether content gets produced; it's scope and how the work is handed off, focused GEO execution with published measurement versus a broader combined-channel retainer.
Next step
See what a focused, measured GEO engagement would move.
Start with a free AI Visibility Snapshot for a no-commitment read on where you stand. The full AI Visibility Crawl is the focused plan for AI-answer visibility, scored across every engine:
- Which queries your buyers actually ask AI
- Where you're visible, cited, or absent today
- What the first 30 days would move