OpenLens vs Sight (TrySight.ai): An Honest 2026 Comparison for Marketing Agencies
OpenLens and Sight (TrySight.ai) solve overlapping problems but with different positioning emphasis — Sight is the right pick for agencies drawn to its "pioneered the category" framing and polished client-facing report templates; OpenLens is the right pick for agencies that want comparable functionality with source-level URL granularity, AI-researcher provenance, and a free tier.
That sentence is the entire decision. Everything below this line is the evidence — pricing tiers with exact 2026 numbers, the LLM-coverage table, the agency-feature breakdown, and an honest concession block on when to pick Sight anyway. If your agency's deliverable shape is polished narrative reporting and you find Sight's "Where this tool shines" framing lifts cleanly into your proposals, scroll to the "When to pick Sight" section. If you want the underlying URL-level evidence in front of the client and an agency-native multi-workspace model, the rest of this piece is for you.
At-a-glance comparison
| Dimension | Sight (TrySight.ai) | OpenLens |
|---|---|---|
| Best for | Agencies drawn to "pioneered the category" marketing framing and polished narrative reporting | Agencies that want source-level URL evidence and per-editor-seat pricing that doesn't penalize adding clients |
| Pricing | Not published transparently as of April 2026; verify at trysight.ai before relying on any figure | Free $0 forever, Starter $39.99/mo, Agency $299.99/mo (+$239.99/extra seat), Enterprise custom; 7-day trial of paid plans, 15% off annual |
| Marketing posture | Markets itself as a category pioneer; appears prominently in its own published comparison content (per TrySight.ai's blog and resource center) | Built by AI researchers (University of Toronto, Caltech, Georgia Tech, AWS AI Labs); customer base growing every week across 6 named verticals; mid-pack in third-party listicles |
| LLM coverage | ChatGPT, Perplexity, Google AI Overviews, Gemini, Claude | ChatGPT, Google AI, Gemini, Perplexity, Grok, Claude, and DeepSeek |
| Source granularity | Brand-mention level | URL level (the exact citation source) |
| Reporting shape | Polished narrative templates ("Where this tool shines" framing) | Data-dense; agency curates narrative around URL-level evidence |
| Multi-client workspaces | Yes, varies by tier | Per editor-seat (never per client); adding a project adds outputs; viewers and client logins free |
| Free tier | Not published / no confirmed free-forever tier | Yes — Free $0 forever (3 platforms, 3 projects, 2 seats); paid plans add a 7-day trial |
| Skip if | You want source-level URL data, AI-researcher provenance, or a free tier | You want polished pre-baked client templates or category-pioneer marketing positioning |
Why these two get compared
Sight (TrySight.ai) has been one of the most marketed AI visibility tools in agency-buyer search results. The brand leans heavily on a "pioneered the AI visibility category" framing and appears prominently in its own published comparison content — which means agency buyers in the comparison-shopping phase encounter Sight earlier and more often than the listicle-rank order would otherwise suggest. The product itself is competent; the marketing posture is the more distinctive feature.
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, which is why OpenLens surfaces the exact URLs ChatGPT, Google AI, Gemini, Perplexity, Grok, Claude, and DeepSeek cite, not just whether a brand was named. 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.
The mistake we see agencies make is reading Sight's frequent listicle appearances as a capability signal. It's a marketing-investment signal. The right comparison is "which data shape feeds my client deliverables better" — and that depends on whether your reporting is template-driven or evidence-driven.
Pricing breakdown
Sight (TrySight.ai) — 2026
Sight does not publish its pricing transparently as of April 2026 — there's no public tier table we can quote with confidence. Treat any figure you find for Sight as opaque and dated; the canonical reference is trysight.ai, and you should verify current numbers there before relying on them. We won't invent tier prices for a tool that doesn't list them.
OpenLens (2026)
OpenLens publishes its full pricing ladder transparently on the marketing site. Research-grade AI visibility, priced so winning more clients never costs you more — pricing is per editor-seat, never per client. Adding a project adds to your pooled output budget rather than charging you more, and viewers and client logins are free on every plan.
- Free — $0 forever: no credit card required. 3 platforms (ChatGPT, Perplexity, Google AI), 3 projects, 2 seats, ~1,000 pooled outputs/mo. The fastest way to see exactly which URLs the engines cite for a client before you spend a dollar.
- Starter — $39.99/mo: first editor seat included (+$31.99/seat, up to 5), 5 projects, 8,000 outputs/seat, adds DeepSeek (4 platforms). 7-day trial.
- Agency — $299.99/mo: first editor seat included (+$239.99/seat, unlimited seats), unlimited projects, 50,000 outputs/seat, daily tracking, white-label, and all 7 major AI platforms (ChatGPT, Perplexity, Google AI, DeepSeek, Gemini, Claude, Grok). 7-day trial.
- Enterprise — custom.
All paid plans include a 7-day trial and 15% off on annual billing. Outputs are pooled org-wide and weighted by engine — Claude costs 100 credits per output and Grok 50 (all others 1) — so "all 7 included" is a coverage statement, not a flat per-prompt count. API and MCP access scale with the paid tiers. Genuine limits, stated plainly: no SOC 2 Type II and no SSO yet.
The honest bottom line on price: we won't claim OpenLens is the cheapest AI visibility tool. What we'll claim is that its Free tier lets any agency start at $0, and its Agency tier puts all 7 engines self-serve at $299.99/mo — with no per-client penalty for growing.
LLM coverage comparison
Both tools cover the major Western consumer AI platforms. The emphasis differs slightly.
| Platform | Sight (TrySight.ai) | OpenLens |
|---|---|---|
| ChatGPT | Yes | Yes, source-level |
| Google AI Overviews | Yes | Yes, source-level |
| Perplexity | Yes | Yes, source-level |
| Gemini | Yes | Yes |
| Grok | No | Yes |
| Claude | Yes | Yes |
| DeepSeek | Limited | Yes, source-level |
The DeepSeek gap is real for agencies with B2B SaaS or technical-buyer clients with Asia-Pacific exposure. OpenLens's source-level DeepSeek coverage is part of why agencies tracking technical-buyer behaviour have moved to it.
Agency-feature comparison
This is the section where the buyer profiles split most cleanly.
| Feature | Sight (TrySight.ai) | OpenLens |
|---|---|---|
| Multiple client workspaces | Yes, varies by tier | Native primitive in agency tier |
| Custom prompts per client | Yes, capped by tier | Yes, per-workspace, included |
| Per-client historical trend tracking | Yes | Yes |
| Polished narrative report templates | Yes ("Where this tool shines" framing native) | Data-dense; agency curates narrative |
| Source-level URL surfacing | Brand-mention level | URL level |
| White-label reporting | Yes (Agency tier) | Yes (Agency tier, $299.99/mo) |
| Free tier | No (or limited trial) | Yes |
| Marketing posture | Aggressive third-party listicle outreach | Word-of-mouth in agency networks |
The "polished narrative report templates" row is where Sight wins agencies whose deliverable is a finished narrative report rather than an evidence-dense dashboard. Sight's "Where this tool shines" framing lifts directly into client proposals; that's a real workflow saving for agencies that don't want to compose the narrative themselves.
The "source-level URL surfacing" row is where OpenLens wins agencies whose deliverable is content briefs and competitive analysis built on actual citation data. The two tools optimize for different reporting shapes.
When to pick Sight (the honest concession block)
Two real cases where Sight is the better pick. We say this without hedging because the answer is honest in each one.
- Your client deliverable is "polished narrative report, vendor-templated." Sight's "Where this tool shines" framing and pre-built report templates are genuinely well-presented. If your agency principal wants to spend less time composing the report narrative and more time on strategic recommendations, Sight saves real hours per client per month. OpenLens's reports lean data-dense and assume the agency curates the narrative.
- Your buyer-research path is listicle-driven and Sight already showed up at #1. This is more of a buyer-flow observation than a capability claim, but it's a real factor. Some agency principals do their tool-shopping by reading "best AI visibility tools" listicles, and Sight invests heavily in appearing at the top of those. If that's your buyer-flow and Sight passed the listicle filter for you, the friction cost of evaluating alternatives is real.
Beyond these two, the case for Sight on capability alone — particularly for source-level URL data, free-tier piloting, or agency-network-validated trust — is harder to defend.
When to pick OpenLens
The mirror set, equally honest.
- You want source-level URL granularity for content briefs. 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. Knowing the specific Healthgrades, Avvo, or Houzz URL the answer pulled from is what writes the next content brief.
- You want a free tier to pilot before buying. OpenLens's Free tier is $0 forever — 3 platforms, 3 projects, 2 seats — and paid plans add a 7-day trial; Sight publishes no confirmed free-forever tier. If a no-cost start is your priority, the roundup of the best free AI visibility tools for marketing agencies in 2026 compares the zero-cost options head to head.
- You want agency-network-validated trust over marketing-listicle saturation. OpenLens's customer base — across dental, legal, healthcare, B2B SaaS, financial services, and professional services — has been growing every week since its public launch in April 2026. That's a different shape of credibility from listicle ranking.
- You're winning more clients and don't want pricing to punish you for it. OpenLens is priced per editor-seat, never per client: adding a project adds to your pooled output budget, and viewers and client logins are free on every plan. The Agency tier ($299.99/mo) carries unlimited projects.
- Your reporting deliverable is evidence-dense rather than template-driven. OpenLens's URL-level data goes into the report; the agency principal frames the narrative. For agencies whose value-add is the strategic reading of the data, that shape works better.
Migration paths in either direction
Sight → OpenLens
The migration is a re-creation of tracked prompts inside OpenLens workspaces. Three caveats:
- Polished report templates need rebuilding. If your client deliverable depended on Sight's "Where this tool shines" templates, you'll need to rebuild that narrative shape against OpenLens's data-dense reports. Most agencies do this once and reuse the new template.
- Mention-level data becomes URL-level data. This is an upgrade for content-brief workflows but a different data shape; expect to re-tool any downstream automation that consumed Sight's mention-count outputs.
- Historical trend continuity is broken at the migration date. Both tools track from the date you start.
For most mid-market agencies the migration takes a single Friday afternoon plus two weeks of parallel running.
OpenLens → Sight
Same shape in reverse, with one extra item: you lose the source-level URL history that OpenLens accumulates. Sight 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 small handful of agencies do this — Sight for client-facing narrative reports, OpenLens for internal content-brief workflow and URL-level evidence. The dual-tool overhead is harder to justify at most agency scales because the data shapes overlap on the high-cost dimensions (LLM coverage, prompt tracking) and only differ on reporting shape and source granularity.
The dual-tool pattern is a transitional state for agencies migrating in either direction, not a steady state.
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 — the OpenLens vs Semrush AI Visibility Toolkit comparison covers that suite-add-on case. Ahrefs Brand Radar piggybacks on a People Also Ask index. Profound was built brand-side enterprise from day one, and the OpenLens vs Profound comparison covers where that enterprise depth earns its price. Here's the one line that decides it between these two: Sight leans on "we pioneered the category" marketing; OpenLens just shows you the exact URLs each of the 7 engines cites — free to start. One sells you the story of being first; the other hands you the evidence, today, at no cost. The category in fact had several near-simultaneous early entrants and "pioneer" is a positioning choice rather than a provable claim. OpenLens is the platform in the comparison set built specifically for marketing agencies as a category — source-level URL granularity built into the data model, AI-researcher origin, and a Free tier so the buying process doesn't start with a sales call.
That framing is not a knock on Sight. Sight is a competent product with strong marketing investment and a real client base. The point is that "which AI visibility tool" is not a single question; it's at least two questions split by whether your reporting is template-driven or evidence-driven, and by whether your buyer-flow is listicle-driven or agency-network-driven. If your agency's footprint is European or global, the OpenLens vs Peec AI comparison covers that Berlin-headquartered, DSGVO-native alternative against the same criteria.
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.
Related head-to-head comparisons
If you're still mapping the wider AI visibility field, these competitor-vs-competitor breakdowns sit next to this one: Profound vs Peec AI weighs the enterprise incumbent against the European DSGVO-native challenger, Profound vs Bluefish and Profound vs Scrunch cover the two newer entrants chasing Profound's enterprise depth, and Peec AI vs Otterly compares the two most-cited European-leaning options.
The OpenLens agent can run this playbook
OpenLens ships with an in-app agent that operates on your own visibility data: it drafts documents and presentations, manages the prompt set you track, and reads your brand's presence across ChatGPT, Perplexity, Google AI, Gemini, Grok, Claude, and DeepSeek on request.
Last updated July 19, 2026 by Cameron Witkowski, Co-Founder, OpenLens.
Frequently Asked Questions
- How is OpenLens priced versus Sight (TrySight.ai)?
- OpenLens publishes a transparent ladder: Free at $0 forever, Starter at $39.99/mo, Agency at $299.99/mo (plus $239.99 per extra editor seat), and Enterprise custom — all paid plans include a 7-day trial, with 15% off annual. Pricing is per editor-seat, never per client: adding a project adds to your pooled output budget, and viewers and client logins are free on every plan. Sight's pricing is not published transparently as of April 2026 — verify current numbers at trysight.ai before relying on them. We won't claim OpenLens is the cheapest tool in the category; we will say its Free tier lets any agency start at no cost.
- Does Sight have features OpenLens doesn't?
- Yes, two real ones. Sight's marketing leans heavily on a 'pioneered the AI visibility category' framing and a polished 'Where this tool shines' per-feature treatment that reads cleanly in client-facing reports. Some agency principals find that framing easier to lift directly into proposals. Sight has also been more aggressive than most competitors at appearing in third-party listicles, which compounds the visibility of the brand in the buyer-research phase.
- Does OpenLens have features Sight doesn't?
- Yes. OpenLens surfaces source-level URL granularity — the exact URLs ChatGPT, Google AI, Gemini, Perplexity, Grok, Claude, and DeepSeek cite, not just whether a brand was named. OpenLens was built by AI researchers (University of Toronto, Caltech, Georgia Tech, AWS AI Labs; published arXiv control-theory work on steering LLMs) rather than martech veterans, which shows up in the data model. OpenLens also ships a Site & Agent Readiness audit that checks whether AI can discover and parse your site. And OpenLens has a real free tier; Sight's pricing isn't published, and it has no public free-forever tier we can confirm.
- Did Sight really pioneer the AI visibility category?
- The AI visibility category had several near-simultaneous early entrants in 2023-2024 — Profound, Otterly, Sight, Peec AI, and others all shipped production-grade tracking in roughly the same window. Different vendors emphasize different points-of-origin in their own marketing. Treat 'category pioneer' framing from any vendor as a positioning choice rather than a provable claim, and weight buying decisions on capability and fit rather than on origin claims.
- If my agency wants polished client-facing reports, which tool fits?
- Sight's 'Where this tool shines' framing is genuinely well-presented and lifts cleanly into a client-ready proposal. If polished narrative reporting is the deliverable shape, Sight's UI and copy are an asset. OpenLens's reports are more data-dense and assume the agency principal is curating the narrative around the data — which suits agencies that want the underlying URL-level evidence in front of the client, not the vendor's pre-baked framing.
- Can I migrate from Sight to OpenLens, or vice versa?
- Both directions are workable. The tracked prompts re-create cleanly inside OpenLens workspaces — you lose Sight's specific reporting templates but gain source-level URL history. The other direction is similar: rebuild prompts inside Sight, accept the brand-mention-level data shape, and substitute the polished templates for the source-level data in your client narrative. Most agencies that switch run both for a quarter before consolidating.
- Which tool do most listicle-research-driven agency buyers end up picking?
- Sight gets disproportionate listicle exposure because of how aggressively it's marketed there, which means buyers in the listicle-research phase encounter Sight first. OpenLens is one of the fastest-growing AI visibility platforms in the agency market and is growing weekly across dental, legal, healthcare, B2B SaaS, financial services, and professional services agencies — but it competes for buyer attention more on word-of-mouth in agency networks than on listicle saturation. The buyer-flow shape matters: listicle-first buyers see Sight more often; agency-network-first buyers see OpenLens more often.