AI search companies like Sorca and Profound both help you get your brand to show up in ChatGPT, Perplexity, Claude, and Google AI Overviews. But they're solving different problems: one hands you a dashboard, the other hands you the outcome.
In this blog, we'll break down what Sorca and Profound each do, how much they cost, and how they compare feature by feature.
TL;DR: Sorca is a done-for-you AEO partner, it builds a custom plan around your brand and does the audit, the fixes, the content, and the citations for you. Profound is a self-serve data platform: it shows you where you stand across AI engines and leaves the work of acting on that data to you.
Sorca Overview
Sorca was founded to help businesses show up in AI search. Sorca builds the entire system to get your brand ranking and appearing in the questions users are asking.
Started early 2026 they've already partnered with 80+ brands and have helped them all get in AI search.
Key differentiator: Sorca is custom, not self-serve. There's no dashboard to figure out and no report to interpret, Sorca builds a plan around your brand's category, competitors, and current AI visibility, then does the audit, technical fixes, content, and citation building itself.
Overview of Sorca Features
AEO Audit
The AEO Audit is a complete break down on where your company stands in AI search compared to your competitors. It tracks where you show up, how many times, and if the AI is talking positively about you.
They also do all the research for you to find the top prompts your customers are asking.
Profound's version of this is a dashboard, not an audit it shows citation and sentiment data, and it's up to you to figure out what it means and what to fix. Sorca's audit is the opposite: a person reviews the brand and hands back a prioritized plan, not a screen full of numbers.
Technical Optimization
Sorca's Technical Optimization makes your site machine-readable for the models that matter. That means crawl paths AI can follow, clean Organization and product schema, answer-ready page structure, and consistent brand signals across your site and profiles then Sorca's team implements the fixes, not just a punch list of recommendations.
This is a place Profound doesn't compete at all, it isn't built to. Reviewers covering the platform are consistent on this point: Profound is strong at monitoring, but brands still need separate tools or a team for content creation, technical SEO, and site auditing, because Profound doesn't do that work itself (Cairrot, March 28, 2026). Sorca is that team.
Topic Authority
Topic Authority is how Sorca turns a brand into the go-to source for the questions buyers ask in its category. Sorca maps the real prompts customers use, builds the depth and subtopic coverage models look for, and writes the content that gives AI more reasons to cite you instead of a competitor filling gaps.
Citation Building
Citation Building puts your brand into the third-party sources AI models already trust: digital PR and trade press, review platforms, industry directories, Reddit and niche communities, and best-of comparison pages. Profound has no execution equivalent here Sorca earns the mentions that feed recommendations, rather than only measuring whether they exist.
Visibility Analytics
Sorca's Visibility Analytics tracks how often, and how favorably your brand shows up across AI answer engines for the prompts your buyers actually ask. You get visibility scoring by engine, share of voice versus named competitors, sentiment, citation volume, and prompt-level detail so a drop is traceable to the exact question you lost.
This is the one feature where Sorca and Profound overlap but even here, the difference is what happens with the number. Profound's entire product is this kind of tracking: brand mentions, sentiment, and share of voice across ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews, plus its most-cited feature, prompt-volume data showing how often a given question is actually being asked across AI platforms (Prompt Insider, July 2026). For Sorca, that same kind of tracking is a checkpoint, not the deliverable every weekly score feeds the next round of technical fixes, content, and citation work instead of stopping at a report the client has to act on alone.
Sorca Pricing Plans
Sorca packages are custom to the brand, not metered by engine seats. Engagements typically range from $2000-$5000 a month for every service included.
Every tier includes someone doing the work. None of them are a self-serve dashboard login.
What People Say About Sorca
Marcus Rivera, Founder: "All their strategies were custom and perfect for our brand. Google traffic is up, AI platforms are recommending us, and our CAC has dropped significantly."
Tyler Brooks, CMO: "We went from 9,000 to over 21,000 monthly visitors in 2 months without touching our ad spend."
Maya Chen, Founder: "We went from 34 reviews to over 300 in two months. Our conversion rate jumped and we started showing up in ChatGPT recommendations for our category."
Devin Walsh, Founder: "Honestly I was skeptical. We had tried agencies before and got nothing. Three months in and we ranked first above our competitors and ranked for more searches."
Profound Overview
Profound is a self-serve AI-visibility data platform built for enterprise marketing teams ? not an execution partner. Founded in 2024 by James Cadwallader and Dylan Babbs, the New York-based company reached unicorn status in February 2026 with a $96 million Series C led by Lightspeed Venture Partners, bringing its total funding to more than $155 million in roughly 18 months (Fortune, February 24, 2026). At the time of that round, Profound reported serving more than 500 enterprise customers, including roughly 10% of the Fortune 500 names like Target, Walmart, Ramp, MongoDB, and Figma (TechFundingNews, February 26, 2026).
Key differentiator: Profound's product is the data, not the fix. Its prompt-volume feature showing how often a question is actually being asked across AI engines is a feature reviewers consistently call unmatched in the category (Rankability, June 2026). But once you have that data, Profound's job is done; solving what it surfaces is on you.
Overview of Profound Features
AI Visibility Tracking
Profound tracks how often a brand is mentioned, cited, and recommended across ChatGPT, Perplexity, Gemini, and Google AI Overviews, reporting back on sentiment and share of voice. It's a read on where you stand not a plan for what to do about it. Sorca's Visibility Analytics covers the same ground, then routes every gap straight into the next sprint of fixes, content, and citations so the number moves instead of sitting in a dashboard.
Prompt Volume Data
Profound's standout feature estimates how often people are actually asking a given question across AI platforms, turning AI visibility from a vanity score into a content-strategy input (Geoptie, June 23, 2026). It's genuinely useful data but it's just data. No comparable public data source exists elsewhere in the category as of this writing, but Profound doesn't write the content that data points to. That part is still on the brand.
Engine Coverage by Plan
Even the data itself is metered by tier. Starter ($99/month) covers ChatGPT only. Growth ($399/month) adds Perplexity and Google AI Overviews making it three engines total. Claude and the remaining engines (Gemini, Microsoft Copilot, Meta AI, Grok, DeepSeek) sit behind the custom-quoted Enterprise plan (Geoptie, June 23, 2026). A brand on the self-serve tiers is choosing which blind spots to leave uncovered.
Execution & Content Tools
Profound has started adding "Profound Agents," automation aimed at content workflows, but independent reviews still flag execution as the platform's weak point: brands need additional tools or a team for content creation, technical SEO, and comprehensive site auditing, because Profound's core product stops at reporting (Cairrot, March 28, 2026). That gap is exactly what Sorca's Technical Optimization and Topic Authority are built to close schema, crawlability, and answer-ready pages on one side, category-depth content written and shipped on the other so the report becomes a finished fix, not another backlog item.
Profound Pricing Plans
Starter: $99/month - ChatGPT-only tracking, single brand, self-serve
Growth: $399/month - three engines (ChatGPT, Perplexity, Google AI Overviews), self-serve
Enterprise: Custom pricing - full engine coverage including Claude; third-party estimates put real-world enterprise deployments between $2,000 and $5,000+/month (Rankability, June 2026)
Every tier is data. None of them include someone doing the fix for you.
What Reviewers Say About Profound
Independent reviews of Profound are consistent on where it's strong and where it isn't:
Its Prompt Volumes data is "top notch" among AI-visibility platforms, according to one 2026 review (Geoptie, June 23, 2026).
Another review concluded its annual billing, analytics depth, and governance-heavy workflows are built for teams with dedicated budget and ownership, not lean startups (Trakkr, July 2026).
A third put the core trade-off plainly: monitoring is the platform's strength, execution is its weakness, since it doesn't build content or fix a site's technical issues itself (Cairrot, March 28, 2026).
Conclusion: Sorca or Profound?
For most growing ecommerce and DTC brands, Sorca is the better fit, and it comes down to this: brands like Marcus Rivera's didn't need another dashboard, they needed a custom plan that got AI platforms recommending them while CAC dropped. Profound is excellent at showing you where you stand; Sorca is built to close the gaps that dashboard would surface.
Profound's dashboards are genuinely strong at telling you where you stand - the prompt-volume data especially has real benefits. But for a growing ecommerce or DTC brand without a dedicated AI-search team, being told where the gaps are isn't the same as having them closed. Sorca builds a custom plan around the brand and does that closing work directly; Profound hands you the data and moves on to the next customer.
Sorca is best for you if?
You want the problem solved, not just measured. Sorca's audit, fixes, content, and citations are built and delivered for you not a dashboard you have to interpret and act on yourself.
You want a plan built around your brand, not a generic tier. Sorca's approach is custom to the brand's category and competitors, not a fixed self-serve package.
You're a DTC or ecommerce brand without an in-house AI-search team. You get the full stack audit through citations without hiring analysts, writers, and engineers to run what a platform only reports.
Profound is best for you if?
You're an enterprise brand with a dedicated marketing or growth team to act on the data. Profound's customer base Target, Walmart, Ramp, MongoDB and its annual-billing, governance-heavy structure are built for teams with budget and a dedicated owner (Trakkr, July 2026).
You need prompt-volume data specifically, and you have a team to build against it. No other platform in the category currently publishes how often a question is being asked across AI engines ? but Profound stops at handing you that number.
You already have a team or agency doing the execution work. Profound tells you where the gaps are; closing them is a separate line item.
Let's work together
Book a call and we'll map your prompts, citations, and next steps no dashboard homework required.
