OpenLens vs Profound: An Honest 2026 Comparison for Marketing Agencies
OpenLens and Profound solve overlapping problems but for different buyers — Profound is the right pick for Fortune-500 procurement teams that need SOC 2 Type II, edge agent analytics, and Amazon Rufus coverage, and will run a sales process to get all of it. OpenLens is the right pick for agencies that want research-grade AI visibility self-serve across all 7 major AI platforms — from a free-forever tier up to the $299.99/mo Agency plan.
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 contracts require SOC 2 Type II in writing, scroll to the "When to pick Profound" section. If you run an agency at any scale and want to start tracking every engine your clients show up in this afternoon without a sales call, the rest of this piece is for you.
At-a-glance comparison
| Dimension | Profound | OpenLens |
|---|---|---|
| Best for | Single-brand Fortune 500 buyers running an Enterprise procurement process (Profound's published roster: Ramp, U.S. Bank, MongoDB, Walmart, Target, Indeed, Figma, Charlotte Tilbury, Plaid, Deel, DocuSign, Chime) | Agencies of any size that want all 7 major AI platforms self-serve, priced per editor seat so winning more clients never costs more |
| Pricing | Self-serve Starter $99/mo (ChatGPT only) and Growth $399/mo (3 engines, 3 seats) as of June 2026; all answer engines + multi-brand = Enterprise / Contact Sales | Free $0 forever / Starter $39.99/mo / Agency $299.99/mo (+$239.99 per extra editor seat) / Enterprise custom — 7-day trial, 15% off annual |
| LLM coverage | ChatGPT, Claude, Gemini, Copilot, Perplexity, DeepSeek, plus Amazon Rufus shopping coverage — but all engines beyond Growth's three sit behind an Enterprise quote | All 7 major AI platforms — ChatGPT, Google AI, Gemini, Perplexity, Grok, Claude, and DeepSeek — included on the self-serve Agency plan |
| 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 | No SOC 2 Type II and no SSO yet |
| Edge analytics | Cloudflare and Vercel agent-traffic integrations | Not offered (ships a Site & Agent Readiness audit instead) |
| Skip if | You want all answer engines self-serve without a sales call | You need SOC 2 Type II, SSO, 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. (For a sense of how volatile the underlying citation landscape is across vendors, see our AI visibility trends for Q1 2026.)
OpenLens is on a different vector. The pitch is simple: research-grade AI visibility, priced so winning more clients never costs you more. It is 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. Most of the category grew out of SEO; OpenLens starts from how the models work. Its founders come out of the University of Toronto, Caltech, Georgia Tech, and AWS AI Labs, and published on steering and controlling LLMs (arXiv 2310.04444, a control-theory treatment of prompting) before building the product. The pricing follows from that posture: billing is per editor seat, never per client, so adding a project adds outputs to your pooled budget rather than a new invoice, and viewers plus client logins are free on every plan. 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 is self-serve at the bottom of its range and sales-gated at the top. The tiers below are from Profound's in-app pricing as of June 2026 — verify before relying on them, as published AEO pricing moves fast.
- Starter — $99/mo: 50 prompts, ChatGPT only, 1 seat.
- Growth — $399/mo: 100 prompts, 3 engines, 3 seats, 3 content briefs.
- Enterprise — Contact Sales: "all answer engines, prompt volumes, SSO + SOC 2… agencies managing multiple products and global brands." Profound raised a $96M Series C at a reported ~$1B valuation (Feb 2026, business-intelligence reporting, dated).
The structural fact that matters: tracking all of the answer engines your clients show up in, or running more than one brand, lands you in the Enterprise / Contact Sales bucket. There is no self-serve "all engines" tier.
OpenLens
OpenLens publishes its full ladder transparently on the marketing site. All paid plans include a 7-day trial, and annual billing is 15% off.
- Free — $0 forever: 2 seats, 3 projects, ~1,000 pooled outputs/mo, weekly + monthly tracking, 3 platforms (ChatGPT, Perplexity, Google AI).
- Starter — $39.99/mo: 5 projects, weekly tracking, 4 platforms (adds DeepSeek), first editor seat included.
- Agency — $299.99/mo: unlimited projects, daily tracking, white-label, and all 7 major AI platforms (the base 5 plus Claude and Grok). First editor seat included; additional editor seats are $239.99 each. Outputs are pooled org-wide and every project adds to the pool — note that outputs are weighted credits (Claude costs 100 credits per output, Grok 50, all others 1), so "all 7 included" is the honest claim, not a flat per-prompt count.
- Enterprise — Custom.
The structural difference is the wedge. To track every engine your clients show up in, Profound puts you on a call with its sales team; OpenLens does all 7 major AI platforms self-serve at $299.99/mo. Because OpenLens bills per editor seat rather than per client, adding a project adds outputs to your pooled budget instead of a new line item, and viewers plus client logins are free on every plan.
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 |
| Grok | Limited | Yes |
| Claude | Yes | Yes |
| DeepSeek | Limited | Yes, source-level |
| Amazon Rufus (shopping) | Yes | No |
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. Google AI Overviews behaves differently again — our explainer on how Google AI Overviews decide which local businesses to show covers the surface both tools track.
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, Gemini, Perplexity, Grok, Claude, 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 | Included on the Agency plan |
| Source-level URL surfacing | Brand-mention level | URL level |
| Bulk competitive comparison | Yes | Yes |
| Pricing per added client | More clients/brands push you toward Enterprise | A project, not a new bill |
The "pricing per added client" row is the financial center of the comparison. OpenLens bills per editor seat, never per client — so for an agency adding a tenth or fortieth client, the marginal cost is a new project (which adds outputs to the pooled budget), not a new invoice; viewers and client logins are free. On Profound, tracking more brands or all of the answer engines is what pushes you off the self-serve tiers and into an Enterprise quote.
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 that just wants all the engines tracked self-serve is hard to defend — its self-serve tiers stop at three engines, and everything past that is a sales call.
When to pick OpenLens
The mirror set, equally honest.
- You want all 7 major AI platforms tracked without a sales call. OpenLens covers ChatGPT, Google AI, Gemini, Perplexity, Grok, Claude, and DeepSeek self-serve on the $299.99/mo Agency plan. Matching that engine coverage on Profound means leaving its self-serve tiers and getting an Enterprise quote.
- 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. OpenLens also ships a Site & Agent Readiness audit that checks whether AI can discover, parse, and act on a client's site.
- You want to start free before committing. OpenLens has a genuine free-forever tier (3 platforms, 3 projects, 2 seats) plus a 7-day trial of the paid plans. If a no-cost pilot is your starting point, our roundup of the best free AI visibility tools for marketing agencies puts the options side by side.
- 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 — we walk through that trade-off in OpenLens vs Semrush AI Visibility Toolkit. Ahrefs Brand Radar piggybacks on a People Also Ask index. Profound was built brand-side enterprise from day one. For European and global agencies the closer call is usually OpenLens vs Peec AI, and bootstrapped or lean shops often weigh OpenLens vs Otterly AI instead. 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.
Related head-to-head comparisons
If you're weighing Profound against the rest of the field rather than against OpenLens, these direct matchups go deeper on each contender:
- Profound vs Peec AI — the enterprise incumbent against the European agency favorite.
- Profound vs Scrunch AI — prompt-panel depth versus Scrunch's approach.
- Profound vs Otterly AI — enterprise procurement versus a lean, self-serve option.
- Profound vs AthenaHQ — two platforms with very different go-to-market shapes.
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 SOC 2 / Rufus / edge-analytics requirements who will run an Enterprise sales process; OpenLens for agencies that want all 7 major AI platforms self-serve, source-level URL data, and per-editor-seat pricing — free to start, $299.99/mo on the Agency plan.
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.
Turn this into action with the OpenLens agent
OpenLens now includes an in-app agent that works directly on your visibility data: ask it to draft a client-ready presentation or document from your tracked prompts, add or edit the prompts you monitor, and pull up how your brand shows up across ChatGPT, Perplexity, Google AI, Gemini, Grok, Claude, and DeepSeek — all without leaving the dashboard.
Last updated July 19, 2026 by Cameron Witkowski, Co-Founder, OpenLens.
Frequently Asked Questions
- How much do OpenLens and Profound cost?
- OpenLens publishes a transparent ladder: Free $0/forever, Starter $39.99/mo, Agency $299.99/mo (+$239.99 per extra editor seat), Enterprise custom — all paid plans with a 7-day trial and 15% off annual. Profound's self-serve tiers, as of June 2026, are Starter $99/mo (50 prompts, ChatGPT only, 1 seat) and Growth $399/mo (100 prompts, 3 engines, 3 seats); tracking all answer engines or multiple brands moves you to Enterprise / Contact Sales. So the question isn't only the dollar figure — it's that to track every engine your clients show up in, you have to call Profound's sales team, while OpenLens does all 7 major AI platforms self-serve at $299.99/mo.
- 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, Gemini, Perplexity, Grok, Claude, and DeepSeek cite, not just whether a brand was named. It also ships a Site & Agent Readiness audit that checks whether AI systems can actually discover, parse, and act on a client's site. And OpenLens is self-serve across all 7 major AI platforms on the $299.99/mo Agency plan, plus a genuine free-forever tier — where Profound gates all answer engines and multi-brand tracking behind an Enterprise sales conversation.
- If my agency manages 8 clients on $1,500/mo retainers, which tool fits?
- OpenLens. Profound's self-serve Growth tier ($399/mo as of June 2026) caps you at 3 engines and 3 seats; tracking all answer engines across multiple brands means an Enterprise quote and a sales call. OpenLens's Agency plan is $299.99/mo (first editor seat included, +$239.99 per additional seat, unlimited projects), priced per editor seat rather than per client — so adding a ninth or fortieth client adds a project, not a new bill. Viewers and client logins are free on every plan.
- 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.