BrightEdge is an enterprise SEO platform that added AI search tracking and AI agent analytics, so it suits teams that already run their search work in one contracted system. Bluefish is an AI-native platform sold with a managed strategy team, and it also tracks Amazon's shopping assistants. DeepSmith is a strong alternative for teams that want the whole loop, because it tracks AI answers, keeps full answer history, and writes and publishes the articles, which neither of the other two does.
If you are weighing BrightEdge vs Bluefish, you are probably an enterprise team deciding whether AI search visibility should sit inside an SEO suite or inside a service that comes with strategists. The two are built on different ideas. BrightEdge has been an SEO platform since 2007 and added AI search modules to it. Bluefish launched in 2024 with AI answers as the starting point and analysts attached. Both are sales-led and neither publishes a price, which is common among enterprise AI visibility tools. DeepSmith sits next to them as the option that measures AI visibility and then produces the content to improve it.
BrightEdge vs Bluefish: the short answer
- Choose DeepSmith if you want AI visibility tracking and publish-ready article production on one self-serve plan, with published prices from $99 a month and a 7-day free trial.
- Choose BrightEdge if your team already works in an enterprise SEO platform and wants AI search measurement, AI crawler analytics and page-level recommendations on the same data.
- Choose Bluefish if you are a large brand that wants a managed strategy team alongside the software, or if tracking Amazon Rufus and Alexa for Shopping matters to you.
| Criterion | DeepSmith | BrightEdge | Bluefish |
|---|---|---|---|
| Entry price (monthly) | $99/mo (Pro) | Not published | Not published |
| Annual price | $80/mo, billed yearly | Not published | Not published |
| Prompts at entry tier | 50 | Not published | Not published |
| Engines at entry tier | ChatGPT | Not published | Not published |
| Most engines on any plan | 10 (Enterprise) | 5 named | 10+ claimed, list not published |
| Free trial | Yes, 7 days | No | No |
| Full answer history | Yes | Partial | Not listed |
| AI crawler analytics | - | Yes, enterprise customers | Not listed |
| Shopping assistant tracking | - | Not listed | Yes |
| Writes full articles | Yes | Partial | No |
| Brand context grounding | Yes | Not listed | Yes |
| CMS publishing | Yes | Partial, metadata only | Not listed |
| Multiple brands in one account | Yes | Partial | Partial |
| Review rating | 4.8/5 on G2 | 4.4/5 on G2 | No G2 rating |
Pricing and features as of September 2026, from each vendor's site and public reviews.
BrightEdge
BrightEdge is an enterprise SEO platform, founded in 2007 and based in San Mateo, that now carries an AI search layer. The SEO side covers keyword research with Data Cube X, rank tracking, site audits, recommendations and StoryBuilder reporting. The AI side is 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 prompt research, and AI Agent Insights reports visits by AI crawlers. It is built for large in-house SEO, content and web teams, and the agencies that serve them. Conductor vs BrightEdge covers how it compares with another enterprise SEO suite.
The standout is breadth. Classic search data and AI search data sit on one platform, and it offers a read-only MCP server and a REST API for pulling data out. The real limitation is that everything goes through sales. The pricing page is a contact form, and it does not say which AI modules a contract includes or how often AI answers are sampled. Content output also stops short of full articles, since Content Advisor and Copilot give briefs, draft help, titles and descriptions.
It has a large review footprint on third-party sites. Reviewers give it 4.4/5 on G2 from 882 reviews, checked September 30, 2026. They like the depth of keyword and competitor data and the reporting, and they complain about cost, a steep learning curve and slow or cumbersome screens.
Bluefish
Bluefish is a New York company launched in 2024 by Alex Sherman, Jing Feng and Andrei Dunca. It calls itself an agentic marketing platform for the Fortune 500, and it reports $68 million in total funding after a $43 million Series B in April 2026. The product has three parts. AI Monitoring covers visibility, sentiment, citations and an AI Accuracy check against a Brand Vault of first-party facts. AI Optimization generates page-level tactics through Agentic Campaigns, and AI Data ties each tactic to the metric it moved. It is built for large brands with several marketing teams to coordinate, and for the agencies that work for them. AthenaHQ vs Bluefish looks at it next to another tracker.
The standout is that it tracks AI shopping assistants, Amazon Rufus and Alexa for Shopping, as well as chat engines, and it pairs the software with strategists and analysts. Bluefish says most of its customers use those services. The limitation is that you can only test it through a demo, it publishes no pricing, and it does not write or publish content. Its own site says "Bluefish provides the direction. You stay the author."
There are no independent user reviews to lean on. The G2 listing for Bluefish had zero reviews when checked on September 30, 2026. The published case studies hide the customer's name, so the results cannot be checked either.
DeepSmith: the alternative that tracks and writes
Neither BrightEdge nor Bluefish writes full articles, and neither lets you start on your own. BrightEdge stops at briefs, draft help and metadata changes, and Bluefish says its job is to provide the direction while you stay the author. Both sell through a sales process with no published plans and no trial. For a team that wants to see where it is missing in AI answers and then fix it, that leaves the production work with someone else.
DeepSmith puts tracking and production on one platform. The AI Visibility module checks the questions you define on a schedule and reports mention rate, citation rate, share of voice and sentiment, with full answer history per prompt so you can read what each engine actually said. The Pages view shows which of your pages AI cites. Opportunity Agents then read that data and return content ideas, each carrying the data point that justifies it, and the Writer turns a planned idea into a finished article with internal and external links, a cover image and publish-ready metadata. Autowrite can run that on a schedule, and Produced Content publishes straight to WordPress, Webflow, Strapi, Sanity or Contentful.
Brand context lives in Deep IQ, so every article uses your stored voice, personas and product facts instead of a fresh brief each time. If you run several brands or clients, Multi-Workspace keeps each one isolated with its own context, content and plan. The plans don't include AI crawler analytics or shopping assistant tracking, and what they do include is the loop from a tracked gap to a published page.
Pro is $99 a month ($80 billed annually) with 20 articles, 50 tracked prompts, 5 seats and ChatGPT. Grow is $199 ($160 annually) with 40 articles, 100 prompts, 7 seats, and ChatGPT and Perplexity. Scale is $399 ($299 annually) with 90 articles, 200 prompts, 10 seats, and ChatGPT, Perplexity and Gemini. Enterprise is custom and covers all ten engines. There is a 7-day free trial and no long-term contract, DeepSmith is SOC 2, GDPR and ISO certified, and it is rated 4.8/5 on G2.
Engine coverage and tracking depth
On engine coverage this is close to a tie, with Bluefish ahead on the surfaces it names and BrightEdge ahead on how much it documents about each measure.
BrightEdge names five engines for AI Catalyst: ChatGPT, Perplexity, Google AI Overviews, Google AI Mode and Gemini. It separates mentions presence from citations presence, rates each answer positive, neutral or negative with reasoning, and can test whether an answer changes for a practitioner versus a decision maker. Claude shows up in its material only as an AI agent that visits your site, not as a tracked answer engine. Bluefish names ChatGPT, Gemini, Perplexity, Google AI Overviews and Claude, plus Amazon Rufus and Alexa for Shopping, and says it tracks more than 10 systems daily without publishing the full list. Alexa for Shopping is something existing customers request through support.
Neither vendor says whether answers are collected through official APIs or consumer interfaces, and neither publishes how long answer history is kept. If you care about how engines split names from sources, the difference between mentions and citations is worth settling before you compare tools. Bluefish does describe a static prompt baseline, which it uses to separate marketing impact from model drift, and a guide to measuring AI visibility explains why a fixed prompt set matters. If AI shopping answers matter to your catalog, Bluefish is the one of the two that documents tracking them.
What DeepSmith does: DeepSmith names 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. It reports mention rate and citation rate separately and keeps the full answer for each prompt.
Site and AI agent analytics
BrightEdge wins this one, because Bluefish does not describe bot or log monitoring at all.
AI Agent Insights shows how ChatGPT, Claude, Perplexity and Gemini agents visit your site, split into real-time answer fetches, training crawls and indexing, along with failed visits and what to fix first. BrightEdge states that it is available for enterprise customers. Agent Edge, announced on August 26, 2026, serves verified AI agents a lightweight markdown version of chosen pages at the CDN, and setup needs CDN access and two 30-minute sessions with IT. ContentIQ audits site errors on top of that. If you want to see this kind of data yourself, a guide on how to see which AI crawlers visit your site shows what the server logs can tell you. Bluefish mentions optimizing content structure for AI crawlers in a use case, and it sells custom AI brand audits as a service, but a self-serve technical audit is not described.
Service model and support
In Bluefish vs BrightEdge on service, Bluefish wins if you want people included, and BrightEdge is the better fit if you want software with customer success around it.
Bluefish sells Marketing Strategy and Services alongside the platform: onboarding, program operations, a performance diagnostic, custom brand audits, execution plans, executive briefings and measurement recaps. Its pages put the share of customers who use services at between 77% and 85%, and the figures differ from page to page. The question of an AEO platform or an agency is a real one, and a comparison of that choice is a useful frame. It says teams can be running from week one, which is its claim and not a measured deployment time. Peec AI vs Bluefish covers the self-serve side of that question.
BrightEdge describes its Ignite onboarding program, training, webinars and customer-success assistance, and it does not include a managed agency service. A G2 marketplace snapshot taken September 30, 2026 estimated a two-month implementation and a 13-month return period, and those are marketplace estimates, not guarantees.
What DeepSmith does: onboarding is self-serve. You set up from your website and get a working workspace in minutes, with your brand brief, competitors, starter tracking prompts and a first batch of ideas populated before you pay. Enterprise adds 1:1 expert onboarding and a dedicated account manager.
Pricing and buying process
This is a tie, because both are sales-led with no public price, though Bluefish is demo-first and BrightEdge offers no trial at all.
BrightEdge's pricing page sends you to a contact form or a phone number. A third-party pricing site gives a $500 a month starting estimate, but that is not a BrightEdge quote and should not be planned around. Third-party research reports BrightEdge as saying AI Catalyst is included in SEO Platform subscriptions, while the other AI modules are not clearly priced. Its agency page mentions trial accounts arranged for agency pitches, and that is not a trial you can start yourself.
Bluefish works through a negotiated enterprise order form, with no plan grid and no published limits for prompts, seats, brands or engines. Its terms page returned a 404 when we checked, and one third-party reading describes automatic renewal unless notice is given 30 days before expiry, with fees non-refundable. The order form controls, so treat that as something to confirm in writing. Bluefish also promotes a commissioned Forrester study that projects 220% to 446% three-year ROI. It is based on six interviews and a modeled composite organization, so it is a projection and not a customer result.
What DeepSmith does: the prices are published. The plans run $99, $199 and $399 a month, or $80, $160 and $299 billed annually, each with a stated number of articles, prompts and seats, and you can read them before you talk to anyone. You can start on a 7-day free trial and there are no long-term contracts or cancellation fees.
From insight to action
BrightEdge goes further on changing existing pages, and neither one writes new articles.
BrightEdge gives page-level recommendations with estimated impact, and AI Catalyst turns citation gaps into a brief. Copilot suggests titles and descriptions, including across many pages at once. The Publishing Agent pushes approved title tag, meta title and H1 updates into WordPress, Drupal or another major CMS, and a person confirms every change. Bluefish ranks tactics by impact with an owning team, and Agentic Campaigns generate page-specific tactics and track the KPI change for each one. It also produces content briefs grounded in its Brand Vault. It does not say that it rewrites pages itself, and it names no CMS connector, so marketers make the updates by hand.
That is useful work, and it still leaves a gap. If you are working out what that gap costs your team, the checklist for evaluating enterprise AI SEO software gives a way to price it. A brief or a list of tactics is the start of a page, and someone has to write, link, illustrate and publish it.
What DeepSmith does: DeepSmith takes the same insight through to the finished piece. The data point that justified an idea travels with it into New Ideas and Planned Content, the Writer produces the article against your stored persona, voice and content type, and the result lands in Produced Content ready to publish. The output is publish-ready, so a marketer reviews it for strategy and editorial judgment and not for formatting.
Which should you choose
- DeepSmith fits teams that want to track AI answers and publish the content that closes the gaps from one platform, that want to see published prices and start on a free trial, and that manage one brand or many.
- BrightEdge fits an enterprise SEO team that wants AI search measurement and AI crawler analytics on the same contracted platform as its rankings and reporting, when the choice is between BrightEdge or Bluefish.
- Bluefish fits a Fortune 500 style brand, particularly in retail, that wants strategists around the software and needs Amazon shopping assistants tracked, when the choice is Bluefish vs BrightEdge.
If the missing piece in your shortlist is content that actually gets written and published, you can start a 7-day free trial of DeepSmith and see your own AI visibility and first batch of ideas before you pay.
