Conductor vs BrightEdge vs Yext Scout: Which Enterprise GEO Tool Wins in 2026?
A three-way breakdown of Conductor, BrightEdge, and Yext Scout on contract size, AI visibility depth, and who each enterprise platform actually fits.
If you're choosing between Conductor, BrightEdge, and Yext Scout, you're not shopping for a $99 tracker. You're shopping for an enterprise platform that happens to have grown an AI-visibility layer, and the distinction matters for how you read the rest of this page. Median contracts sit around $49K-51K/yr for Conductor and BrightEdge, which puts both of them in the same budget conversation as a senior hire, not in the same conversation as a SaaS seat. Yext Scout has no public price at all, which is its own kind of answer. The question is which existing machine you want GEO bolted onto, because none of these three started as a GEO product and none of them is sold as one today.
Conductor is editorial workflow, briefs, tasks, approvals, with AI visibility that its own reviewers call not deep enough to act on. That is a specific shape of product: the value is the workflow machine, and the AI layer is a column inside it. BrightEdge is keyword-portfolio scale via DataCube, with credit licensing and a dated UX, so the value is the size of the keyword set you can hold in one place. Yext Scout is the only location-level AI benchmark in the category, packaged into Yext, not sold as a clean line item, so the value is the location moat and the tax is the bundle.
Conductor vs BrightEdge vs Yext Scout at a glance
| Conductor | BrightEdge | Yext Scout | Promptwatch | |
|---|---|---|---|---|
| Starting price | Custom (median ~$49K/yr) | Custom (median ~$51K/yr) | Custom (bundled with Yext; pricing 404s) | Free (Explore); $95/mo Essential |
| Category | Enterprise content / SEO platform | Enterprise SEO platform | Enterprise GEO / local listings | Full-stack AI visibility / GEO platform |
| Engine coverage | AI visibility woven into SEO metrics | AI Overviews and generative answers at keyword scale | ~4 engines; Yext's own pages disagree on which | 10+ engines incl. ChatGPT, Gemini, Claude, Perplexity, Copilot, Grok; daily refresh on paid plans |
| Evidence / trust signal | G2: AI layer "doesn't yet provide the depth to act confidently" | Data Cube often mismatches Search Console | Scout Index (2B+ pts/mo) but almost no independent Scout reviews | Citation analytics on Essential; live AI crawler logs on Professional or agency plans; 4.7/5 on G2 |
| Action layer | Recommendations into briefs and approvals | Recommendations; Autopilot has broken site builds (G2) | Fixes route into Yext Listings, Reviews, Pages | Content Agents plan, write, and publish GEO content to a connected CMS |
| Best for | enterprises that need SEO governance and already run Conductor | large orgs already on BrightEdge that want AI in existing QBRs | multi-location brands already on Yext | a team that wants prompt tracking, citation analytics, and automated content, plus crawler logs on Professional or agency plans |
Read the table as a decision, not a leaderboard. Each enterprise row wins a specific kind of buyer, and the Promptwatch column is the row a team picks when the job is GEO from scratch rather than GEO bolted onto an existing platform. The price gap between the enterprise rows and the Promptwatch row is the gap between a platform contract and a self-serve seat, and that gap is the first thing to settle before you read the rest.
Where Conductor wins
Conductor wins when the buying motion is "we need editorial governance" and AI visibility is a column inside that system. Vendr's ~$49K/yr median and six-month configuration stories are the cost of that machine, and they are the cost of a machine that does editorial workflow at enterprise scale, not the cost of an AI tracker. Don't buy Conductor for GEO, because the AI layer is not the reason the contract exists, and the reviewers who use it every day say so in their own words.
Where BrightEdge wins
BrightEdge wins on raw keyword-portfolio scale and historical search data. If DataCube is already the source of truth inside the org, folding AI Overviews into the same QBR is cheaper than ripping it out and cheaper than running a second platform in parallel. Don't buy BrightEdge for a 50-prompt GEO program, because a 50-prompt program does not need a keyword portfolio at DataCube scale, and the credit licensing will not pay for itself at that volume.
Where Yext Scout wins
Scout is the only option here that benchmarks Store #12 against the clinic down the street, and that is a real category, not a marketing line. For a multi-location brand, location-level AI share of voice is a KPI the other two cannot produce, because the other two do not have the location graph. That location moat is real. The rest of the package, opaque pricing, ~4 engines, parent-company billing reputation, is the tax you pay to get the moat, and the tax is worth naming before the contract.
Who should pick which
- Pick Conductor if content workflow and SEO governance are the purchase, and the AI layer is a bonus column on top of a machine you already run.
- Pick BrightEdge if you're already in BrightEdge and need AI on the same dashboards, so the QBR does not gain a new tab.
- Pick Yext Scout if per-location AI share of voice is the KPI and you're open to a Yext bundle, because the location graph is the asset and the bundle is the price.
FAQ
Which of the three is cheapest?
None of them publish a useful self-serve price. Conductor and BrightEdge land near $50K/yr median, and that median is a reported figure, not a sticker. Scout is packaged, and its pricing page 404s on the fetch. If budget is the constraint, you're in the wrong trio, and a self-serve tracker is the right conversation instead.
Which one has the most trustworthy AI data?
Scout's location index is the most distinctive dataset, and distinctive is not the same as independently verified. BrightEdge's Data Cube has documented mismatches with Search Console, which BrightEdge's own users have flagged. Conductor's own reviewers say the AI layer isn't deep enough to act on, in their own words on G2. Cross-check a sample manually before reporting upward, because all three inherit the limits of their method.
Do any of these three help me fix visibility gaps, or just report them?
Conductor and BrightEdge recommend; execution is still on your team (or BrightEdge Autopilot, which G2 has flagged for breaking sites, so it is not a hands-off answer). Scout can push fixes into Yext listings and pages if you're on that stack, which is a real action layer but only inside the Yext world. None of the three draft GEO content to a CMS the way a Content Agent does, so the gap between report and publish is still yours to close.