Profound vs. Conductor: The Self-Serve Price Is Gone, So Data, Depth, and Team Fit Decide

Market Position: The Self-Serve Price Is Gone, and the Category Is Still Forming

AI visibility, tracking how a brand appears, ranks, and gets cited inside ChatGPT, Claude, Perplexity, Gemini, and Google's AI Overviews, is a new buying category in B2B marketing software, and it is being funded at speed. Profound announced a $180M Series D at a $1.8B valuation on September 15, 2026, led by Sequoia Capital and Kleiner Perkins, less than seven months after a $96M Series C at $1B. Both figures come from Profound's announcements. Investor appetite is not proof of share or growth, and neither company publishes revenue.

Profound and Conductor sit at different ends of the category, and buyers compare them anyway. Conductor is an enterprise SEO platform that has added AI-visibility tracking to an existing organic-search product. Profound was built as an AI-visibility specialist and now describes itself as an AI marketing platform. The comparison changed in mid-September 2026: Profound's pricing page now lists a free trial, an Enterprise tier priced through sales, and a self-serve Agency Growth plan, and no longer lists the $99 Starter and $399 Growth plans that earlier versions of this report used. Profound's page confirms what it lists now, and does not say what happened to existing Starter and Growth customers.

Repositioning check: Profound. Classification: AI-native, with a scope that has grown from tracking into marketing workflow. Product: The AI Marketer agent, Context Manager, and Ads Studio were described in the September 15 funding announcement as capabilities of the platform, which makes them a new capability on a monitoring base, not a relabel. Pricing: Agent runs consume credits and the page shows an estimated cost before each run, but no dollar prices are published. Proof: Named customers include Comcast, Walmart, Estée Lauder, Zoom, and Ramp per Profound, and its pages give different customer counts (over 1,000 enterprise brands in the funding announcement, 2,500+ customers on its Conductor comparison page). Verdict: Credible and young, with the breadth of the claims running ahead of published proof.

Repositioning check: Conductor. Classification: AI-enhanced product. Conductor's home page now leads with winning in AI search, built on its SEO data engine. Product: Conductor Intelligence tracks AI visibility, Conductor Monitoring covers site health including how AI bots crawl a site, and Ask Conductor is included with the platform at no separate charge. Pricing: No AI-visibility module price is published. Proof: Customer logos are shown without names on the page reviewed, and the results quoted (such as a 2x increase in AI search citations) are vendor-reported. Verdict: Credible and established, with the AI layer newer than the SEO base.

What Each Platform Does

Both products measure how a brand appears in AI answers and connect that to marketing action. They differ in what they draw on: Profound centers on real user prompt data and AI-agent workflow, while Conductor centers on a decade of search data and an SEO and content system into which AI visibility was added.

Profound

Profound tracks a brand's visibility, citations, and sentiment across answer engines. Its Answer Engine Insights module covers ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, Copilot, Grok, and DeepSeek, and the free trial covers ChatGPT, Gemini, and Google AI Overviews only. Prompt Volumes estimates demand for prompts from what Profound describes as real user conversations, and its features page says insights come from the consumer experience and not from API outputs.

Agent Analytics reads server logs through integrations such as Cloudflare, AWS, and Vercel to show how AI crawlers visit a site, with no JavaScript required. The AI Marketer layer adds agents that turn findings into proposed content and projects, a Context Manager that stores brand context, and an Ads Studio for AI search advertising. Profound lists SOC 2 Type II, single sign-on (SSO) through SAML and OIDC, role-based access control, and daily backups.

Conductor

Conductor is a platform with several modules. Conductor Intelligence tracks AI and search visibility and links it to traffic, conversions, and revenue. Conductor Creator generates content for search and AI answers, Conductor Monitoring watches site health around the clock, and AgentStack adds developer tools and turnkey agents. Its AI-visibility tracking covers ChatGPT, Gemini, Copilot, Claude, Perplexity, and Google AI Overviews, with the exact engine list varying by page.

Prompts are built from more than ten years of keyword data plus synthetic prompts that mimic buyer personas and search intent, and Conductor says it collects answers through APIs wherever possible and not by scraping. It integrates with Adobe Analytics, GA4, and GA 360, offers data APIs and an MCP server, and lists ISO 27001, ISO 42001, and SOC 2 Type 1 and Type 2, with SSO, multi-factor authentication, and role-based access control.

How the Two Differ

The practical differences a buyer will feel: Profound starts fast with a free trial and centers on prompt demand and agent-driven content work, while Conductor ties AI visibility to a full SEO program with technical monitoring and a longer ramp. Profound's data comes from the consumer experience and Conductor's from API collection, so the two can show different answers for the same prompt, and a pilot should compare them against what you see manually. Price no longer separates the two as sharply as it did when Profound listed $99 and $399 plans, because both now sell Enterprise contracts through sales.

Profound: The Upside

Reviewers consistently identify real user prompt data as Profound's core differentiator: The platform estimates prompt demand by intent, country, age, and income, and does not rely only on synthetic prompts from a keyword database. Reviewers describe this as surfacing behavioral signals that traditional SEO tools did not capture, and ease of use for the core function, turning answer-engine concepts into visibility tracking, is a consistently cited strength. The free trial lets a team start without a sales call, and Profound's Enterprise tier lists SOC 2, SSO, and a 24-hour support response through a dedicated specialist.

The asterisk: The trial is short, and the data-heavy interface that reviewers praise for depth is also the source of its main complaint, covered in the Downside.

Profound: The Downside

The interface draws a recurring complaint distinct from the ease-of-use praise above: Multiple reviewers describe it as data-heavy and overwhelming for new users. Pricing is the larger change. The $99 Starter plan, which tracked ChatGPT only, and the $399 Growth plan, which added Perplexity and Google AI Overviews, are no longer on Profound's pricing page, so a small team's path to full coverage now runs through a sales conversation and an unpublished price. Third-party reviewers report typical Enterprise contracts of $1,500-$5,000 per month, and Profound does not confirm that range.

Conductor's competitive materials, which are self-interested but point at something real, note that Profound launched without an SEO data foundation: A citation-share drop shows up on the dashboard without necessarily explaining why. Profound's pages also give different figures for its customer count and prompt data volume, which a buyer should ask Profound to reconcile in writing.

Conductor: The Upside

Conductor's core strength is breadth: One platform spanning SEO, content workflow, site monitoring, and AI-visibility tracking, built on what the company describes as a decade of search data. Its certifications are the broadest of the two, with ISO 27001 and ISO 42001 plus SOC 2 Type 1 and Type 2 listed on its enterprise page. Profound's comparison page also credits Conductor with a Forrester Wave Leader rating and technical monitoring strength. Reviewers rate it 4.5 out of 5 on G2 across 827 reviews and 9.2 out of 10 on TrustRadius across 393, with particularly high marks for support and onboarding.

The asterisk: That breadth is the reason for the cost and the learning curve covered in the Downside.

Conductor: The Downside

Pricing is opaque: No published tiers, no self-serve option at any level, and every buyer goes through a custom sales quote. Vendr, which tracks software transactions, reports a median of $49,020 per year and a listed range of $41,364-$93,100, with annual contract values typically running $30,000-$150,000 and above, and it lists onboarding fees, keyword overage charges, mid-contract seat pricing, and annual price escalators as common extras. The final number depends on domains, keyword volume, seats, modules, and term, so it reflects negotiation as well as scope.

G2 reviewers report an average of about one month to implement and about 11 months to return on investment, which is a long gap between setup and measurable payoff. Sales practices are a recurring complaint distinct from product quality: The four Trustpilot reviews, all one star, describe unwanted calls to a personal cell phone, meeting invites sent without consent, and outreach that continued after repeated refusals. A sample of four is small and the profile is unclaimed, so treat it as a signal worth asking about, not a finding.

Platform Ratings at a Glance

The two platforms are level on the G2 average, and the gap in Trustpilot coverage is a data limit, not a verdict: Conductor's four reviews align with the sales-contact complaints above, and Profound has no verifiable Trustpilot sample. Treat the column as a data point to watch as review volume grows.

Pricing (October 2026)

Neither vendor publishes dollar prices for its main tier. Profound's tier structure was confirmed on its pricing page in October 2026; every dollar figure below is a third-party report or estimate and is labeled as such.

TCO Comparison: Mid-Market Marketing Team, One Year

This scenario models a 50-100 person marketing organization evaluating AI visibility as a new, standalone budget line, with Profound on a custom Enterprise contract and Conductor on a mid-market contract with two to five domains.

The ranges overlap. Conductor's median of $49,020 falls inside Profound's reported Enterprise range, so at this scale the price gap that once separated the two has largely closed and the buying question becomes what each contract includes. A Profound contract at the low end of its range runs well below Conductor's mid-market band, and one at the high end runs above it. Neither number is confirmed by the vendor, and G2 reviewers report an average 14% discount from Conductor's list, so get both quotes in writing before comparing.

Costs the Pricing Table Misses

Agent credits can move the Profound bill. Agents consume credits by run complexity, and if you exceed your allotment your account either continues with overage billing or pauses, a choice your account team sets up. Ask for the overage rate in writing before signing.

Conductor's extras are named by Vendr: Onboarding fees, keyword overage charges, mid-contract seat pricing, and annual price escalators. Ask for each in the quote and for a cap on the escalator.

Neither Enterprise price is vendor-confirmed. Every figure above the Profound trial comes from third-party reporting or Vendr, not either company's disclosure, so confirm current numbers before budgeting.

Profound does not describe a technical SEO audit layer on the pages reviewed, so a team without one may need a separate tool or specialist to act on what the dashboard shows. Conductor's cost that does not appear on an invoice is time: Reviewers report about a month to implement and about 11 months to return on investment.

Performance Verification Checklist

Both products sell measurement, so the first thing to verify is whether the measurements are right. Use these tests before signing.

To verify the data before signing:

• Give each vendor the same list of 25 real prompts that matter to your category and compare their reported answers against the answer engines, run by hand on the same day.
• Run one prompt several times and ask each vendor how it handles variation between runs, since answer engines return different text each time.
• Ask how answers are collected, through the consumer experience or through APIs, and ask each vendor to show a case where the two methods gave different results.
• Ask Profound for its prompt-volume methodology and the count of real conversations behind it, given that its pages cite different figures.
• Ask Conductor how its synthetic prompts are validated against real demand, and what its Market Coverage measure says about your tracked prompts.

To verify the commercial terms before signing:

• Get the full quote in writing, including agent credits or modules, seats, domains, and term, plus the overage rate and renewal escalator.
• Ask for a paid pilot on your data with a written success test, such as accuracy against your hand-checked prompts, and exit terms if it misses.
• Ask two reference customers of similar size how long it took to reach a decision made from the data, not how long it took to set up.
• Ask each vendor how many people it will assign to your account and the support response time in writing.

Complexity Comparison

Review sites, public pricing pages, and vendor documentation each show a different slice of how these platforms operate day to day, and synthesized together they show a structural gap between a specialist tool and a platform.

The pattern is consistent, not contradictory: Conductor's complexity buys breadth across SEO, monitoring, and content in one system, and Profound's simplicity reflects a narrower scope that is now widening toward agents. A buyer trades one kind of complexity for another.

Security and Compliance

Both vendors target enterprise buyers and both state certifications on their pages. These are vendor statements, so request the audit reports under a nondisclosure agreement before relying on them.

Red Flags

Every finding below is documented in at least one primary page or review source and recurs across them.

The Decision Framework

Choose Profound if: AI-visibility and answer-engine tracking is a new, standalone need, not an extension of an enterprise SEO program; you want to test the product this week on the free trial; and you can accept an unpublished Enterprise price in the tens of thousands of dollars per year, not hundreds of dollars per month.

Choose Conductor if: You already have, or are building, an enterprise SEO program with a dedicated team; AI visibility is one signal you want unified with technical monitoring and content data; and a contract of $40,000 or more a year is a normal, budgeted category.

The question to ask first:

Does your organization have a funded SEO and content team and an enterprise SEO budget in place? If yes, evaluate Conductor's full quote against at least one comparable enterprise vendor, since Vendr's contract data spans a wide range. If no, run the Profound trial and a cheaper self-serve tracker first, then ask Profound for an Enterprise quote with the overage rate and renewal terms in writing, because the list prices that once made this an easy call are gone.

Key Decision Factors

Profound is designed for speed and prompt-demand data, with an interface reviewers call data-heavy and no technical SEO layer to explain why a metric moved. Conductor is designed for breadth: SEO, monitoring, content workflow, and AI visibility in one system, with a long road from setup to return on investment. Neither is complexity-free. Each trades one kind of complexity for another.

Cost is a co-equal factor, and the central price finding changed. Profound removed its $99 and $399 self-serve plans, so both vendors now sell contracts through sales, and the reported ranges overlap: Profound at $18,000-$60,000 per year (unconfirmed) and Conductor at a median of $49,020. Choose by team, scope, and the quote you can get in writing, not by the old list price.

The Bottom Line

• Get written quotes from both vendors before comparing. Profound's Enterprise range is a third-party report and Conductor's range comes from Vendr transaction data, so neither figure is a quote.
• Ask Profound what happens to existing Starter and Growth customers at renewal, and ask for the reconciled customer and prompt-data figures, because its pages differ.
• Run the Performance Verification Checklist on a paid pilot, with your 25 real prompts and a written success test, and plan a separate technical SEO capability if you choose Profound.
• Choose Profound for a fast, data-led start and Conductor for an integrated enterprise SEO program. No product is perfect: Profound is narrow and overwhelming at first, and Conductor is opaque, slow to pay back, and costly.

Free trials and test-drives. Profound offers a free trial that runs 50 prompts daily for seven days across ChatGPT, Gemini, and Google AI Overviews, with limited credits and no SSO or support, and sells Enterprise through a sales demo. Conductor is evaluated through a demo and a free AI Visibility Report, and lists no product trial. Use the Profound trial on your real prompts, and ask Conductor for a paid pilot, a written success test, and exit terms if the pilot misses it.