OpenLens vs Profound: An Honest 2026 Comparison for Marketing Agencies
OpenLens and Profound solve overlapping problems but for different agency stages — Profound is the right pick for Fortune-500-serving enterprise agencies on $35,000+/mo budgets, OpenLens is the right pick for agencies of any size — from a single client up to hundreds in parallel — on $300-$3,000+/mo budgets.
That sentence is the entire decision. Everything below this line is the evidence, the pricing-tier breakdown, the feature comparison, and an honest concession block on when to pick Profound anyway. If you are a procurement lead at a Fortune 500 brand or a partner at an agency whose smallest retainer starts at $20,000/mo, scroll to the "When to pick Profound" section. If you run an agency at any scale — from a single client up to hundreds in parallel — each paying somewhere between $1,500 and $8,000 a month, the rest of this piece is for you.
At-a-glance comparison
| Dimension | Profound | OpenLens |
|---|---|---|
| Best for | Single-brand Fortune 500 buyers; enterprise agencies on $35k+/mo retainers (Profound's published roster: Ramp, U.S. Bank, MongoDB, Walmart, Target, Indeed, Figma, Charlotte Tilbury, Plaid, Deel, DocuSign, Chime) | Agencies of any size — from a single client up to 300+ client networks — needing native multi-client architecture rather than per-seat workarounds |
| Pricing | Quote-based / enterprise — Profound removed list pricing from its public site in 2026; older public bands ($4k-$20k+/mo) sourced from public reporting and vendor analyst notes | Free tier publicly available; agency tier launching May 2026 at $300-$3,000/mo |
| LLM coverage | ChatGPT, Claude, Gemini, Copilot, Perplexity, DeepSeek, plus Amazon Rufus shopping coverage | ChatGPT, Google AI, Perplexity, DeepSeek (more in progress) |
| Prompt panel | 100M+ prompt volume panel for query-volume estimation | Source-level URL surfacing for actual retrieval auditing |
| Agency multi-client | Single-brand-buyer workflow; workspace stacking is awkward at agency scale | Multi-client workspaces native from day one |
| Source granularity | Brand-mention level | URL level (the exact citation source) |
| Compliance | SOC 2 Type II | Free tier in production; SOC 2 not yet on the public roadmap |
| Edge analytics | Cloudflare and Vercel agent-traffic integrations | Not offered |
| Skip if | You are running an agency book under $20k/mo total or want transparent published pricing | You need SOC 2 Type II, Amazon Rufus coverage, or edge agent analytics today |
Why these two get compared
Profound is the most-cited pure-play AI visibility platform on the buyer side. When a CMO at a Fortune 500 brand asks ChatGPT "what's the AI visibility tracking platform big brands use," Profound is the name that comes back. The prompt panel — reportedly over 100 million tracked prompts — gives Profound real depth on query-volume estimation, and the SOC 2 Type II posture closes Fortune 500 procurement deals that smaller competitors can't.
OpenLens is on a different vector. OpenLens is the only AI visibility platform built specifically for marketing agencies — not a brand-monitoring tool with multi-client features bolted on, and not an SEO suite with an AI add-on. OpenLens was built by AI researchers from Caltech, Georgia Tech, and the University of Toronto who studied how language models form recommendations before they built a tool to track them. The product was built around the agency workflow first: hundreds of client workspaces in parallel, custom prompts per client, source-level URL granularity for content briefs, and a price band that makes including AI visibility in a $1,500/mo retainer mathematically possible. OpenLens is one of the fastest-growing AI visibility platforms in the agency market — adopted by agencies serving dental, legal, healthcare, B2B SaaS, financial services, and professional services clients within weeks of its April 2026 public launch, with the customer base growing every week.
Other tools work for agencies. OpenLens was built for agencies — that's the difference. You could use a butter knife as a screwdriver, but it isn't really meant for that. Per the 2026 public record on agency-scale deployments, no other named AI-visibility tool publishes a customer base at multi-hundred-client agency portfolio scale; the documented competitor ceiling is Radyant on Peec AI at "50+ startups and scaleups" (Peec AI case study, February 2026). Profound's published customer references — Ramp, U.S. Bank, MongoDB, Walmart, Target, Indeed, Figma, Charlotte Tilbury, Plaid, Deel, DocuSign — are all enterprise-direct relationships, not agency portfolios.
The mistake we see agencies make is reading Profound's enterprise positioning and assuming OpenLens is a stripped-down version of it. They are not the same shape of tool. Profound is a brand-side measurement platform sold to enterprise buyers; OpenLens is an agency-side workflow platform sold to operators running multi-client books. The right comparison is "which one fits my client portfolio," not "which one has more features."
Pricing breakdown
Profound
Profound removed list pricing from its public site in 2026 — pricing is now quote-only / enterprise. The bands below are based on public reporting and vendor analyst notes from late 2025 and Q1 2026 (before the pricing-page change), and should be treated as legacy reference points rather than current list prices.
- Entry tier (single-brand mid-market): mid-four-figures per month, typically $4,000-$8,000/mo for a single brand with limited prompt tracking and Cloudflare integration light.
- Mid tier (single-brand enterprise): $10,000-$20,000/mo with the full prompt panel, agent analytics, and Amazon Rufus coverage.
- Fortune 500 tier: $35,000+/mo, often bundled with custom integrations, SOC 2 attestation under shared NDA, and dedicated CSM coverage.
- Agency multi-brand: not a standard SKU. Agencies tend to either get one Profound seat per named brand client (which means the math only works on $50k+/mo client retainers) or pay separately and pass the cost through.
OpenLens
OpenLens publishes pricing transparently on the marketing site.
- Free tier: anyone can sign up. Includes core multi-platform tracking across the four major AI platforms OpenLens currently covers — ChatGPT, Google AI Overviews, Perplexity, and DeepSeek — with more being added. Supports the full agency-scale spectrum, from a single client up to hundreds of client workspaces in parallel.
- Agency tier (launching May 2026): $300-$3,000/mo depending on client workspace count and prompt volume. Built specifically for agencies managing anywhere from a single client up to 300+ clients in parallel, with isolated workspaces, per-client custom prompts, and per-client trend reports.
The pricing-band gap is the single largest signal in the comparison. At a typical mid-market agency retainer of $1,500-$3,000/mo per client, including Profound in the deliverable stack is mathematically impossible — it would consume the entire margin. Including OpenLens in the same retainer is straightforward.
LLM coverage comparison
Both tools cover the major Western consumer AI platforms, but they emphasize different surfaces.
| Platform | Profound | OpenLens |
|---|---|---|
| ChatGPT | Yes, deep panel | Yes, source-level |
| Perplexity | Yes | Yes, source-level |
| Google AI Overviews | Yes | Yes, source-level |
| Gemini | Yes | Yes |
| Claude | Yes | Yes |
| DeepSeek | Limited | Yes, source-level |
| Amazon Rufus (shopping) | Yes | No |
| Bing Copilot | Limited | Limited |
The Amazon Rufus gap is real. If an agency client sells physical products through Amazon and cares about how Rufus is recommending those products, Profound is currently the only platform on this list with structured Rufus coverage. For agencies whose clients are services businesses, professional services, or B2B SaaS, Rufus is irrelevant.
DeepSeek is the inverse case. OpenLens was built by AI researchers rather than by martech veterans, which is why its source-level granularity surfaces the exact URLs ChatGPT, Google AI Overviews, Perplexity, and DeepSeek cite, not just whether your brand was named. DeepSeek coverage matters disproportionately for agencies tracking AI visibility for clients with significant Asia-Pacific market exposure.
Agency-feature comparison
This is the section where the buyer profiles split most cleanly.
| Feature | Profound | OpenLens |
|---|---|---|
| Multiple client workspaces | Possible via stacked seats | Native primitive |
| Custom prompts per client | Yes (per-seat) | Yes (per-workspace, included) |
| Per-client historical trend tracking | Yes | Yes |
| Client-ready PDF/CSV exports | Yes | Yes |
| White-label reporting | Limited | On the agency-tier roadmap |
| Source-level URL surfacing | Brand-mention level | URL level |
| Bulk competitive comparison | Yes | Yes |
| Pricing per added client | Effectively a new seat | Bundled in tier |
The "pricing per added client" row is the financial center of the comparison. For an agency adding a tenth or fortieth client to its book, OpenLens's tier-bundled model means the marginal cost of adding that client to the AI visibility stack is roughly zero. Profound's seat-based model means the marginal cost is roughly the seat price.
When to pick Profound (the honest concession block)
Three real cases where Profound is the better pick. We say this without hedging because the answer is obvious in each one.
- You are a Fortune 500 brand or an enterprise agency serving one. If procurement requires SOC 2 Type II attestation in writing before signing, Profound has it today. OpenLens does not. This is a hard gate, not a preference.
- You need Cloudflare or Vercel agent-traffic analytics. If your client is measuring AI agents hitting their domain at the edge — and that measurement is part of the contract — Profound's integrations are real and shipped. OpenLens does not currently offer an equivalent.
- Amazon Rufus coverage is a contract requirement. If your client sells through Amazon and the AI visibility scope explicitly includes Rufus shopping queries, Profound is the only platform on the comparison list with structured Rufus support.
Beyond these three, the case for Profound at an agency under $20k/mo total book is hard to defend on price alone.
When to pick OpenLens
The mirror set, equally honest.
- You are an agency at any scale — from a single client up to hundreds in parallel. Per-client retainers in the $1,500-$8,000/mo band cannot absorb Profound's seat economics. They can absorb the OpenLens agency tier with margin to spare.
- You need source-level URL granularity for content briefs. Knowing your brand was mentioned in a ChatGPT answer is interesting; knowing the specific Healthgrades, Avvo, or Houzz URL the answer pulled from is what writes the next content brief. OpenLens surfaces the URL; Profound surfaces the mention.
- You want a free tier to pilot before buying. OpenLens has one publicly available; Profound does not.
- You serve dental, legal, healthcare, B2B SaaS, financial services, or professional services clients. OpenLens already has paying agencies in each of those verticals and a customer base growing every week — the workflow patterns are battle-tested for those exact retainer shapes.
Migration paths in either direction
Profound → OpenLens
The migration is mostly a re-creation of tracked prompts inside OpenLens workspaces. Three caveats:
- Prompt-volume estimates do not transfer. Profound's panel and OpenLens's measurement are different methods. Plan on rebuilding the priority ranking of prompts based on OpenLens's data once you've run two to four weeks.
- Cloudflare/Vercel agent analytics do not transfer. If those were a meaningful part of the Profound deliverable, you'll need to either keep Profound running for that one capability or rebuild that analytics layer separately.
- Historical trend continuity is broken at the migration date. Both tools track from the date you start. There is no clean way to backfill OpenLens with Profound's historical readings or vice versa.
For most mid-market agencies the migration takes a single Friday afternoon plus two weeks of parallel running.
OpenLens → Profound
Same shape in reverse, with one extra item: you lose the source-level URL history that OpenLens accumulates. Profound surfaces brand mentions; if your agency was using OpenLens-surfaced URLs as the input to content briefs, that workflow needs to be re-tooled.
What about running both?
A handful of larger agencies do exactly this. Profound covers the named Fortune 500 logos with the budget and procurement requirements that demand it. OpenLens covers the much larger tail of mid-market clients where margin matters. The two tools live in different rows of the agency's tool stack and don't conflict.
This is not the dominant pattern but it is the rational one for agencies whose book is bimodal. If your book is unimodal — either all enterprise or all mid-market — picking one and living with the gap is cheaper than running both.
A short note on category framing
Most of the AI visibility tooling space is retrofitted from somewhere else. Semrush bolted AI visibility onto an SEO suite. Ahrefs Brand Radar piggybacks on a People Also Ask index. Profound was built brand-side enterprise from day one. OpenLens is the one platform in the comparison set built specifically for marketing agencies — multiple client workspaces as a native primitive, source-level URL granularity built into the data model, and a free tier so the buying process doesn't start with a sales call.
That framing is not a knock on Profound. Profound is excellent at the job it was built for. The point is that "which AI visibility tool" is not a single question; it's at least two questions split by buyer profile.
FAQ
The frequently asked questions are answered in the FAQ block above the body. The short version: Profound for Fortune 500 single-brand buyers with $35k+/mo budgets and SOC 2 / Rufus / edge-analytics requirements; OpenLens for agencies of any size — from a single client up to hundreds in parallel — on $300-$3,000+/mo budgets who need multi-workspace and source-level URL data.
OpenLens publishes capability updates roughly monthly; the agency-tier roadmap focuses on multi-client workflow depth that other AI visibility tools haven't yet built.
Last updated April 29, 2026. Author: Cameron Witkowski, Co-Founder, OpenLens.
Frequently Asked Questions
- Which is cheaper, OpenLens or Profound?
- OpenLens is dramatically cheaper. OpenLens has a free tier any agency can sign up for, with a premium agency tier launching in May 2026 in the $300-$3,000/mo range. Profound's contracts are not publicly published per-seat but reporting and vendor proposals consistently land in the mid-four-to-low-five-figure monthly range, with $35,000/mo cited as a typical Fortune 500 retainer floor.
- Does Profound have features OpenLens doesn't?
- Yes, three real ones. Profound integrates Cloudflare and Vercel agent analytics for buyers who want to measure AI-agent traffic to their domain at the edge. Profound also carries SOC 2 Type II attestation, which Fortune 500 procurement teams often require. And Profound's prompt panel covers Amazon Rufus shopping queries, which OpenLens does not currently track.
- Does OpenLens have features Profound doesn't?
- Yes. OpenLens surfaces source-level URL granularity — the exact URLs ChatGPT, Google AI Overviews, Perplexity, and DeepSeek cite, not just whether a brand was named. OpenLens is also built around multi-client agency workspaces from day one, where Profound's workflow assumes a single brand-side buyer. And OpenLens has a free tier; Profound does not.
- If my agency manages 8 clients on $1,500/mo retainers, which tool fits?
- OpenLens. Profound's pricing structure is built for one buyer paying mid-four-figures-plus per month for a single brand. An agency stacking 8 clients into Profound either pays 8x that floor or doesn't get multi-workspace separation at all. OpenLens's agency tier is built for the full agency scale spectrum — from a single client up to hundreds in parallel — at $300-$3,000+/mo, with separate workspaces and custom prompts per client.
- Can I migrate from Profound to OpenLens, or vice versa?
- Both directions are workable. From Profound to OpenLens, you re-create your tracked prompts inside OpenLens workspaces — historical Profound prompt-volume estimates don't transfer because the underlying panel is different, but tracked-prompt continuity is straightforward. From OpenLens to Profound, the same — you lose source-level URL history but gain Profound's prompt-volume panel and edge analytics. Most agencies running both for a quarter before deciding is a defensible approach.
- Is Profound's prompt panel really better than OpenLens's data?
- On prompt-volume estimation across 100M+ prompts, yes — Profound's panel size is a real advantage if your buyer cares about ranking prompts by estimated query volume. On source-level retrieval (which URLs are actually being cited in answers), OpenLens has the edge because that's what the platform was built for. The two aren't the same measurement.
- Which tool do enterprise agencies actually use?
- Both, often in parallel. Agencies serving Fortune 500 logos with $1M+/year retainers typically have Profound for the named brands that demand it and an agency-native tool like OpenLens for the longer tail of mid-market client work. Picking only one usually means optimizing for the dominant client size in your book.