BrightEdge is an enterprise SEO platform that has added AI search modules, so it suits teams that want rank data and AI visibility under one contract. Profound was built around AI answers from the start and adds agents that draft and publish content, so it suits teams that want AI search to be its own program. DeepSmith is a strong alternative to both for teams that want tracking and finished articles on public plans, with a 7-day trial and no long-term contract.
If you run SEO for a large site, the decision in front of you is usually whether the AI layer inside your current platform is enough. Profound vs BrightEdge is a good test of that, because one tool grew out of classic SEO and the other grew out of AI answers. BrightEdge stops at briefs and metadata, while Profound's agents write and publish full articles. DeepSmith sits alongside both and covers the step from tracking to finished content.
Profound vs BrightEdge: the short answer
- Choose DeepSmith if you want AI visibility tracking and publish-ready articles on one self-serve plan, starting at $99 a month with a 7-day free trial.
- Choose Profound if AI search needs its own program, with daily tracking across up to nine engines, server-log crawler analytics, and agents that draft and publish content, and you can buy through a sales-led enterprise package.
- Choose BrightEdge if your team already lives in keyword, rank and audit data and wants AI visibility added to the same contracted platform, with customer success support.
| Criterion | DeepSmith | Profound | BrightEdge |
|---|---|---|---|
| Entry price (monthly) | $99/mo (Pro), $80/mo billed annually | Free 7-day Trial; paid plans not published | Not published |
| Prompts at entry tier | 50 | 50 (fixed set, 7 days) | Not listed |
| Engines at entry tier | 1 (ChatGPT) | 3 (ChatGPT, Gemini, Google AI Overviews) | Not listed |
| Most engines on any plan | 10 (Enterprise) | 9 (Enterprise) | 5 named, plan gating not published |
| Free trial | Yes, 7 days | Yes, 7 days | No |
| Citation tracking | Yes | Yes | Yes |
| Competitor benchmarking | Yes | Yes | Yes |
| Writes full articles | Yes | Yes, drafts with an approval step | Partial |
| Publishes to a CMS | Yes | Yes | Partial, title, meta title and H1 only |
| Grounds output in brand context | Yes | Yes | Not listed |
| Public API | Yes | Yes, Enterprise only | Yes |
| MCP server | Yes | Yes | Yes |
| Security certifications | SOC 2, GDPR, ISO | SOC 2 Type II | SOC 2, ISO/IEC 27001, 27701, 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.
Profound
Profound was founded in 2024 in New York and has raised $334.5 million across five rounds. Its most recent round was a $180 million Series D in September 2026. It runs tracked prompts daily in the consumer versions of the answer engines and reports visibility, rank, share of voice, URL-level citations, sentiment and query fan-outs. Around that it adds Prompt Volumes demand data, Agent Analytics built on server logs, and agents that research, draft and publish content to CMSs such as WordPress, Webflow, Sanity and Contentful.
It is built for enterprise and mid-market marketing, SEO and content teams, and for agencies. Its standout is that the analytics and the content work sit in one product, so a citation gap can be handed to an agent. The limits are on the buying side. Paid pricing is not public, agent use consumes credits, and seven of the nine listed engines are Enterprise only. The free Trial is short, with 50 fixed prompts for seven days on three engines.
On reviews, Profound has 4.5/5 on G2 from 1,130 reviews (checked September 2026). Reviewers praise the citation and competitor analytics and the pace of releases. They also describe it as expensive and mention a learning curve.
BrightEdge
BrightEdge was founded in 2007 and is based in San Mateo. Its core is classic enterprise SEO: Data Cube X research, Share of Voice, Recommendations, ContentIQ audits and StoryBuilder reporting. The AI layer includes AI Catalyst, which tracks mentions, citations and sentiment across ChatGPT, Perplexity, Google AI Overviews, Google AI Mode and Gemini. AI Hyper Cube adds demand-weighted research on AI conversations, and AI Agent Insights reports visits from AI agents to your site.
It is built for large in-house SEO, content and web teams, and the agencies that serve them. Its standout is keeping rank data and AI visibility in one set of reports. The real limits are that it publishes no pricing, plans or trial, and that sampling frequency, collection method and answer retention for AI tracking are not stated. Content output stops at briefs, draft assistance and metadata changes.
BrightEdge has 4.4/5 on G2 from 882 reviews (checked September 2026). It also has 4.1/5 on Capterra from 45 reviews and 7.7/10 on TrustRadius from 156 reviews. Reviewers value the depth of keyword and competitive data. They raise opaque pricing, a learning curve and slow or hard-to-customize reports.
DeepSmith: the alternative that tracks and writes finished articles
Both tools above are strong on analysis, and both leave something for this reader. BrightEdge does not write articles, and Profound writes them on a custom enterprise contract where agent use runs on credits and its pages frame the output as drafts for human review before publishing. If your team wants to go from an AI visibility gap to a published page without an enterprise sales cycle, the difference is in the terms. A direct DeepSmith vs Profound comparison covers that in more depth. Our roundup of tools that track and write for AI search places both in context.
DeepSmith puts both jobs on one plan. Its AEO module tracks mention rate, citation rate, share of voice and sentiment on a schedule, shows which of your pages AI actually cites, and lists who wins the citations for your prompts. Opportunity Agents read that data and return content ideas, each carrying the data point that justifies it. The Writer then turns a planned idea into a finished article that is researched, linked internally and externally, and comes with a cover image and publish-ready metadata. Autowrite can do this on a set date with no one in the app, and Produced Content publishes to WordPress, Webflow, Strapi, Sanity or Contentful.
Everything is grounded in Deep IQ, where your company, products, personas, brand voice, visual guidelines and content types are stored once. The REST API and the MCP server give your own tools read access to the same data, and DeepSmith is rated 4.8/5 on G2 and is SOC 2, GDPR and ISO certified. DeepSmith is not a crawler-log or rank-tracking tool. What it does is close the loop from what AI says about you to the page that changes it.
The plans are public. Pro is $99 a month for 20 articles and 50 tracked prompts, Grow is $199 for 40 articles and 100 prompts, and Scale is $399 for 90 articles and 200 prompts. Annual billing brings those to $80, $160 and $299 a month. Enterprise is custom and covers all ten engines. There is a 7-day free trial and no long-term contract.
Engine coverage
In a BrightEdge vs Profound comparison on engines, Profound has the wider coverage, with up to nine engines on Enterprise against five named engines for BrightEdge. Profound lists ChatGPT, Perplexity, Google AI Mode, Gemini, Microsoft Copilot, DeepSeek, Claude, Google AI Overviews and Exa Search, and its Trial covers three of them. BrightEdge names ChatGPT, Perplexity, Google AI Overviews, Google AI Mode and Gemini for AI Catalyst, and does not say which are available on which plan. Claude shows up in BrightEdge material as an AI agent that visits your site, and it was not confirmed as an engine whose answers are tracked.
The numbers carry a caveat. Profound's own pages disagree on engine counts, with up to nine on pricing and ten on a comparison page, so the pricing page is the safer guide to what you can buy.
What DeepSmith does: DeepSmith tracks ten engines: ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, Google AI Mode, Grok, Meta AI, Microsoft Copilot and DeepSeek. Coverage rises by plan, with Pro on ChatGPT, Grow adding Perplexity, Scale adding Gemini, and Enterprise covering all ten.
Tracking depth and data method
Profound is the deeper tracker. It reports visibility score and rank, share of voice, URL-level citations with source categories, sentiment themes, FactCheck and query fan-outs, and it says it collects answers from the consumer interfaces rather than model APIs. Every tracked prompt runs daily by default. Its Agent Analytics reads CDN and server logs to show which AI crawlers visit and where human visitors from AI engines convert, though that needs infrastructure access.
BrightEdge covers the main measures, with Mentions Presence and Citations Presence kept separate, sentiment rated Positive, Neutral or Negative with reasoning, and persona testing. Its AI Agent Insights covers crawler visits as well. What it does not publish is how the AI data is collected, how often, in which countries or languages, or how long answers are kept. Position inside an answer and query fan-outs are not described at all.
For teams that need to defend their numbers to a finance or legal reviewer, that gap in method matters. It is a reason to ask for the details in writing before signing.
What DeepSmith does: DeepSmith checks the prompts you define on a schedule and keeps the full answer history for each one. It reports mention rate, citation rate, share of voice and sentiment, and the Pages view shows which of your pages AI cites and which prompts drive those citations. Discover Prompts builds a starter set from your product, persona and buyer-stage context.
Pricing and value
On price alone this is close to a tie, because neither vendor publishes a paid price. Profound's pricing page shows a free Trial and a custom Enterprise package, with agent use consumed as credits and no stated overage rate. BrightEdge routes you to a contact form or phone number, and it is not clear which AI modules a quote includes. A third-party site gives a starting estimate for BrightEdge, but it is not a BrightEdge quote and should not be used for budgeting.
Profound has the one advantage a buyer can act on today, which is the self-serve Trial. BrightEdge offers no signup, free plan or trial, only a demo request. Both tools draw price complaints in reviews.
What DeepSmith does: DeepSmith publishes every price. Four plans run from $99 to $399 a month with a fixed monthly allowance of articles, tracked prompts and seats, annual billing lowers each rate, and the 7-day trial gives you real data and real drafts before you pay. There are no long-term contracts and no cancellation fees, so you can compare cost per article without waiting for a quote.
Security and data access
The two are roughly even here, and each is strong for an enterprise review. Profound lists SOC 2 Type II, SSO through SAML and OIDC, SCIM, role-based access, a REST API (Enterprise only, on request) and an MCP server. BrightEdge lists ISO/IEC 27001:2022, 27701:2019 and 42001:2023, a SOC 2 report whose type is not stated, SAML SSO, a Connect REST API and a read-only MCP server that is available to all customers. These are vendor statements, and the scope of the audits was not inspected.
The practical difference is access. Profound gates its API to Enterprise, while BrightEdge's MCP server is open to every customer.
What DeepSmith does: DeepSmith is SOC 2, GDPR and ISO certified. Its read-only REST API uses scoped keys, its MCP server gives an AI assistant 23 read-only tools across visibility, the Content Map and the content library, and signed webhooks let your own systems react when content changes status. Teams that want to see how that works can read about building an AEO agent with MCP.
From insight to action
Profound wins this axis between the two. Its Opportunities and Projects turn data into prioritized tasks, its agents draft briefs and full articles from brand context and citation data, and approved drafts publish to a CMS. Profound's pages describe the output as drafts ready for human review, with an approval step before anything publishes. BrightEdge turns citation gaps into briefs and names third-party sources to target, and Content Advisor and Copilot help with drafts, titles and descriptions. Its Publishing Agent pushes approved title tag, meta title and H1 updates to WordPress, Drupal or another major CMS, with a person confirming each change. Full article generation and stored brand context are not described.
For Profound vs BrightEdge for enterprise SEO teams, this is the real fork. One path keeps your writers in the loop and uses BrightEdge for insight. The other puts an agent into the writing, at the cost of credits and a custom contract. How large teams structure that work is covered in enterprise content operations for AI search.
What DeepSmith does: DeepSmith moves from insight to a published article inside one platform. An Opportunity Agent hands an idea with its evidence to Planned Content, the Writer produces the finished article using your Deep IQ context, and Produced Content publishes it. Distribution is built in too, since each article arrives with social posts written and the Apps Library adapts it for LinkedIn, X, newsletters and more.
Which should you choose
- DeepSmith fits content and marketing teams, and agencies, that want to see where they stand in AI answers and publish the pages that fix it, from one self-serve plan with public pricing.
- Profound fits enterprise and mid-market teams that want AI search treated as a separate program, with deep analytics, crawler data and agents, and that are comfortable buying through a sales process.
- BrightEdge fits large SEO and web teams that already depend on its keyword, rank and audit data and want AI visibility added to the same platform, with customer success support.
If you are weighing Profound or BrightEdge and want a wider view of this category, you can compare the best AI visibility tools for enterprise, or read how AEO differs from traditional enterprise SEO for large content operations.
If you want to see AI tracking and finished articles in one place, you can start a DeepSmith free trial at https://app.deepsmith.ai/auth/sign-up and run it against your own prompts.
