Conductor and BrightEdge are both sales-led enterprise SEO suites that added AI search tracking, and they split on what comes next. Conductor writes brand-grounded drafts and offers a free trial, while BrightEdge leans toward AI agent analytics and agent-facing delivery, with no trial and content that stops short of full articles. DeepSmith is a strong alternative for teams that want to go from a tracked gap to a published article on one self-serve plan, with direct publishing to WordPress, Webflow, Strapi, Sanity or Contentful.
If you lead SEO at a large company and you are adding AI search to your plan, the Conductor vs BrightEdge question usually comes down to what you want the platform to do after it shows you the gaps. Both track brand mentions and citations in AI answers. Conductor then moves into drafting content, and BrightEdge moves toward how AI agents visit and read your site. Neither publishes a price, so this comparison is about fit more than cost. DeepSmith sits next to both as a platform that tracks and publishes in one place.
Conductor vs BrightEdge: the short answer
- Choose DeepSmith if you want AI visibility tracking and publish-ready articles on one plan, with prices from $99 a month, a 7-day free trial, and finished articles sent straight to your CMS.
- Choose Conductor if you want AI search tracking across eight engines in the same system as your keyword and technical monitoring data, plus brand-grounded drafts, and you are fine buying through a sales-led contract after a three-week trial.
- Choose BrightEdge if you already run enterprise SEO on its research and reporting data and want to see and shape how AI agents visit your site, and you are fine with a demo-led purchase that has no trial.
| Criterion | DeepSmith | Conductor | BrightEdge |
|---|---|---|---|
| Entry price (monthly) | $99/mo (Pro) | Not published | Not published |
| Annual price | $80/mo billed yearly | Not published | Not published |
| Free trial | Yes, 7 days | Yes, 3 weeks | No |
| Prompts at entry tier | 50 | Not listed | Not listed |
| Engines tracked | 10 (Enterprise); ChatGPT at entry | 8 | 5 named |
| Citation tracking | Yes | Yes | Yes |
| AI crawler and agent analytics | - | Yes | Yes |
| Full article generation | Yes | Yes | Partial |
| Brand-context grounding | Yes | Yes | Not listed |
| Direct CMS publishing | Yes | No | Partial, titles and H1 only |
| Repurposing into channel formats | Yes | Partial | Not listed |
| Public API | Yes | Yes | Yes |
| Security certifications | SOC 2, GDPR, ISO | SOC 2 Type II, ISO 27001, ISO 42001 | SOC 2, ISO 27001, ISO 27701, ISO 42001 |
| G2 rating | 4.8/5 | 4.5/5 | 4.4/5 |
Pricing and features as of September 2026, from each vendor's site and public reviews.
Conductor
Conductor is a New York enterprise SEO and AEO platform, founded in 2006, made of four connected products. Intelligence reports AI search and keyword visibility, Creator is the Writing Assistant, Monitoring runs 24/7 technical and AEO site checks, and AgentStack covers its MCP server, Data API and agents. It is built for large and mid-to-large SEO, content and web teams, often spread across several sites or brands, that want AI visibility in the same system as their keyword, analytics and technical data.
The standout is the depth of its AI tracking. It follows mentions, citations, sentiment and share of voice across eight engines, with ChatGPT tracked in both Auto and Search modes, and it shows the fan-out queries an engine ran behind each answer. The real limit is how it is packaged. According to its pricing page, Essentials, Growth and Enterprise come with usage allowances but no dollar prices, AI tracking runs on credits (2,500 a year on Essentials and Growth), and final publishing remains in your CMS.
G2 shows 4.5/5 from 788 reviews and Capterra shows 4.7/5 from 118, both checked on September 30, 2026. Reviewers praise the support, the training, and the pairing of AI visibility with traditional SEO reporting. The repeated complaints are cost for smaller teams and a learning curve that comes with the breadth of the product.
BrightEdge
BrightEdge is an enterprise SEO platform founded in 2007 and based in San Mateo, California. Its core is classic SEO work: Data Cube X for keyword and competitor research, Share of Voice, Recommendations, ContentIQ audits and StoryBuilder reporting. The AI layer sits on top. AI Catalyst tracks mentions, citations and sentiment across ChatGPT, Perplexity, Google AI Overviews, Google AI Mode and Gemini, and AI Hyper Cube adds research on AI conversations weighted by search demand. It is built for large in-house SEO, content and web teams, and for the agencies that serve them.
The standout is the agent side. AI Agent Insights reports visits from ChatGPT, Claude, Perplexity and Gemini agents, and Agent Edge serves verified agents a lighter version of chosen pages from the CDN. The real limits are on the content and buying side. Content Advisor and Copilot produce briefs, draft help, titles and descriptions rather than full articles, and the pricing page is a contact form with no plans or trial. BrightEdge also has not published how often it samples AI answers or which countries it covers for them.
G2 shows 4.4/5 from 882 reviews, Capterra 4.1/5 from 45, and TrustRadius 7.7/10 from 156, all checked on September 30, 2026. Reviewers like the depth of the keyword and competitive data. They also mention high or opaque pricing, a steep learning curve and occasional slowness.
DeepSmith: the alternative that tracks and writes
Conductor writes drafts but leaves publishing to your CMS, and BrightEdge's content tools stop at briefs, draft help and metadata changes. In both cases someone still has to turn a tracked gap into a finished article and get it live. DeepSmith is built for that step.
DeepSmith tracks the prompts you define and reports mention rate, citation rate, share of voice and sentiment, along with which of your pages AI cites and which competitor pages win citations instead. Opportunity Agents read that data and return content ideas, and every idea carries the data point that justifies it, such as the competitor page winning citations for a prompt. Ideas move into Planned Content, and the Writer turns each one into a finished article that is researched, linked internally and externally, grounded in Deep IQ (your company, products, personas and voice), and delivered with a cover image and publish-ready metadata. Autowrite can run that on a schedule with no one in the app. From Produced Content you publish straight to WordPress, Webflow, Strapi, Sanity or Contentful, or to your own webhooks, and the Apps Library turns each article into versions for LinkedIn, X, newsletters and other channels.
DeepSmith's plans don't include crawler log analytics. What they do include is a Pages view that shows which of your pages AI cites and the prompts driving those citations, so you can see where a new article would earn its place.
Plans are Pro at $99 a month ($80 billed annually) with 20 articles and 50 tracked prompts, Grow at $199 ($160) with 40 articles and 100 prompts, and Scale at $399 ($299) with 90 articles and 200 prompts. Enterprise is custom, with all ten engines, 1:1 onboarding and a dedicated account manager. There is a 7-day free trial and no long-term contract. DeepSmith is SOC 2, GDPR and ISO certified and is rated 4.8/5 on G2.
Engine coverage and tracking depth
Conductor wins this axis. It tracks eight engines, shows fan-out queries and full stored answers, lets you collect daily, weekly or monthly, and covers Google AI Mode in more than 150 countries and Claude and Grok across 30 or more locations. BrightEdge names five engines and does not publish its sampling frequency, collection method or locations for AI answers. Its persona testing, which checks whether an answer changes between a practitioner and a decision maker, and its URL-level citation research are real strengths. Conductor's depth has a cost, because credits are spent per response. Third-party research puts that at 0.1 credits for Google AI Overviews and AI Mode and 2 for ChatGPT Search and Gemini, and Conductor does not publish which engines come with which plan.
What DeepSmith does: DeepSmith checks your tracked prompts on a schedule and reports mention rate, citation rate, share of voice, sentiment and a full answer history for each prompt. Engine access is listed by plan, with Pro on ChatGPT, Grow adding Perplexity, Scale adding Gemini, and Enterprise covering all ten, so you know what you get before you buy.
Agent traffic and technical monitoring
BrightEdge goes further on what agents receive, and Conductor goes further on what AI traffic is worth. AI Agent Insights reports how ChatGPT, Claude, Perplexity and Gemini agents visit your site, which pages they rely on and where visits fail. Agent Edge then serves verified agents a lighter version of chosen pages, set up through the CDN with two 30-minute sessions with IT, according to BrightEdge, and Agent Insights is described as available for enterprise customers. Conductor Monitoring crawls continuously with AEO-specific checks, and its log file analysis separates OpenAI, Perplexity, Anthropic and Meta bots, though that analysis is included on Enterprise and only listed as available on the lower plans. Through Google Analytics 4, Conductor also reports AI referral sessions, conversions and revenue per engine and per page. BrightEdge describes agent visits per page but no dedicated report on AI referral conversions.
Data access and security
This one is close to a tie, with a slight edge to Conductor on clarity. Conductor includes its MCP Server on all three plans, alongside official apps in ChatGPT, Claude and Microsoft Copilot, and its Data API is included on Enterprise and listed as available on Essentials and Growth. BrightEdge has the Connect REST API and a read-only MCP server with OAuth 2.0 for all customers, with setup guides for ten clients. On security, Conductor lists SOC 2 Type II, ISO 27001 and ISO 42001, with SAML SSO on Growth and Enterprise. BrightEdge lists SOC 2 without saying which type, plus ISO 27001, 27701 and 42001 and SAML SSO. Both sets are vendor statements, so you would ask for the reports during procurement.
What DeepSmith does: the DeepSmith REST API gives read-only access to visibility, Content Map, content library and Deep IQ data with scoped keys, 120 requests per minute per workspace, and no credits spent on reads. The MCP server has 23 read-only tools and works with Claude, Claude Code, Copilot, Perplexity, Cursor and other assistants. DeepSmith is SOC 2, GDPR and ISO certified.
Pricing and trial terms
Conductor has the edge here, though neither vendor publishes a price. Conductor's pricing page lists allowances such as 60 Writing Assistant drafts a year on Essentials and 180 on Growth, and it offers a free trial for Creator, Intelligence or Monitoring that it advertises as three weeks with no credit card. Its published US terms, dated May 2024, set fees in an order form that is noncancellable and renews automatically unless you give 90 days' notice. BrightEdge sends pricing to a contact form or phone number, shows no tiers, and offers no trial. Reviewers of both products raise cost, so it is worth asking each for a written quote that names the modules, engines, prompts and renewal terms.
What DeepSmith does: DeepSmith publishes every price. Pro is $99 a month or $80 billed annually, Grow is $199 or $160, and Scale is $399 or $299, with the article and prompt allowances listed on each plan. There are no long-term contracts or cancellation fees, and the 7-day free trial gives you real data and real drafts before you pay.
From insight to action
Conductor wins at creating content and BrightEdge wins at pushing small changes live, but neither takes a full article from a tracked gap to a live page. Conductor's recommendations rank actions from mentions, citations and sentiment and link into the Writing Assistant. The assistant produces outlines and full drafts grounded in Content Profiles and up to five Knowledge Sources per draft, with a Content Score that updates as you edit. Conductor says every draft should be reviewed by people, and publishing stays in your CMS, so someone moves each article across by hand. BrightEdge turns citation gaps into briefs, its Content Advisor checks drafts against them, and Copilot suggests titles and descriptions. Its Publishing Agent pushes approved title tag, meta title and H1 changes into WordPress, Drupal or another major CMS, and a person confirms every change. That helps with existing pages, but it is not article publishing.
What DeepSmith does: DeepSmith takes a tracked gap to a published article in one platform. Opportunity Agents turn the gaps into evidence-backed ideas, the Writer produces a finished, brand-grounded article with links, a cover image and metadata, and Autowrite can schedule that hands-off. Produced Content publishes to WordPress, Webflow, Strapi, Sanity or Contentful, and the Apps Library repurposes each article for LinkedIn, X, newsletters and other channels.
Which should you choose
- DeepSmith: content and marketing teams, and agencies, that want one platform to see where they are missing from AI answers and publish the articles that close those gaps, on a published price and a self-serve plan.
- Conductor: large, often multi-site SEO and content teams that want AI visibility next to keyword, analytics and technical monitoring data, with brand-grounded drafting, and that are comfortable with a sales-led, usage-based contract.
- BrightEdge: enterprise SEO teams, and the agencies serving them, that already rely on its keyword and competitive data and want to measure and shape how AI agents reach their pages, through a demo-led purchase.
If you are weighing BrightEdge vs Conductor against a platform that also writes and publishes, you can try the tracking-to-publishing loop yourself with a DeepSmith free trial.
