✳ AGENTLENS PLAYGROUND LIVE SOURCE SCAN

Your site, through
an agent’s eyes.

Enter any public page and choose an agent profile. AgentLens will inspect the page’s real public HTML, map what it can and cannot observe, and show a source-based readiness snapshot.

01 FETCH public HTML02 MAP usable signals03 SCORE observed evidenceOne page · public-only · no login

AGENT JOURNEY RELIABILITY / IN DEVELOPMENT

Make every agent journey visible.

Know where agents get through, where they get stuck, and what your next release changed. AgentLens is being built to turn agent activity into evidence your team can act on.

Explore the sample replay

✳Clear activity. Verifiable outcomes. No invented agent thoughts.

✣

TEST MISSION illustrative dataFind the team plan and API quickstart

⌁ demo-shop.example···

✳ NORTHSTARProduct　 Pricing　 DocsN

WORKSPACE PLANS

Good work starts
with a clear view.

Tools for teams that move with intention.

TEAM$24 / seat

✓

STUDIO$58 / seat

→

✳Co-workexample profile

OBSERVED ACTIVITY REPLAY

◎

Task intent

Locate a team plan and API setup guide

starting goal

⌕

Web search

Found the pricing and API guide paths

search results

↗

Fetch + crawl

Read route hints, then opened key pages

/pricing · /docs

✓

Verify

Found the API quickstart link

evidence captured

✓Goal reached4 steps · 8.4s · example trace↗

◎Task verifiedwith page evidence✓

↗Release diffjourney still passes+1

01 / SAMPLE JOURNEYExplore the interface

BUILT FOR TEAMS SHIPPING THE AGENTIC WEB

MAKE THE INVISIBLE ACTIONABLE ✳

DESIGNED AROUND
THE AGENTS PEOPLE USE

Sample profiles only. No live agents are connected.

✳ WORK AGENT LENSES

Same web. Different kinds of work.

Pick a profile to frame the evaluation. The source scan is shared across profiles; provider behavior needs its own observed run.

↗

✳ PERSONAL AGENT FIELD GUIDE

A different agent for every kind of work.

Compare the personal agents people are trying, the work they’re reported to handle best, and how you can access them.

TOP REPORTED SCORE 9.2 Muse Purchasing + email

RANK 01Free tier

Muse

9.2

STRONGEST AREAS REPORTED

Purchasing · Email

RANK 02Free tier

Hark

8.6

STRONGEST AREAS REPORTED

Email · Online tasks

RANK 03Free tier

Town

8.3

STRONGEST AREAS REPORTED

Connected apps · Email

RANK 04Waitlist

Instinct

8.3

STRONGEST AREAS REPORTED

Routines · Recommendations

RANK 05Free tier

Pally

8.3

STRONGEST AREAS REPORTED

Routines · Restraint

Knowing when not to act

RANK 06Paid

Dots

8.3

STRONGEST AREAS REPORTED

Email · Online tasks

RANK 07Free tier

Ollie

8.2

STRONGEST AREAS REPORTED

Routines · Restraint

RANK 08Waitlist

szn

8.2

STRONGEST AREAS REPORTED

Memory · Phone calls

RANK 09Free tier

Shuffle

7.8

STRONGEST AREAS REPORTED

Travel · Recommendations

RANK 10Paid

Kicker

7.8

STRONGEST AREAS REPORTED

Purchasing · Proactive help

Showing 10 of 10 agents

Reported snapshot · Source and date were not supplied. Scores, strengths, and access have not been independently verified by AgentLens.

✳ THE AGENT EXPERIENCE LAYER

Not another score.
A better view of the work.

A site can look ready on paper and still leave an agent circling the wrong page. AgentLens is being shaped around real tasks: what an agent tried, what the website returned, and whether the intended result was verified.

See how a run reads

01⌕

intentrouteanswer

Start with the task

Write the job a person actually needs done. Track the path toward that outcome across pages and tools.

TASK-BASED

02✣

URL /pricing/teamCHECK plan details foundTRACE 4 observable steps

Show the evidence

Put observed actions beside the URLs, responses, and checks that support the outcome.

SOURCE-LINKED

03↗

Catch the regression

Compare runs after a change and pinpoint the step where a previously successful journey diverged.

RELEASE-AWARE

✳ INSIDE THE LENS

Follow the trail.
Find the turning point.

Replay a sample journey and see how task intent, page actions, and verification fit together. All values are illustrative—this demo does not browse a live site.

✳Journey playback/northstar.example

DEMO DATA

MISSION READ-ONLY EXAMPLE

“Find the team plan, then locate the API quickstart.”

✳Co-work · sample profile⌖ demo-shop.example◷ 8.4s

JOURNEY MAP6 / 6 STEPS

01◎IntentGoal defined

02⌕Web searchPaths found

03⇣FetchRoutes read

04⌘CrawlLinks mapped

05↗BrowsePage opened

06✓VerifyEvidence ready

ObservedCurrent stepNot in this sample

RUN TRACE

Observed activity

6 EVENTS

◎00.0s

Intent received

Find the team plan and API quickstart.

Goal · read-only task

GOAL

⌕01.2s

Web search

Search results point to pricing and docs.

Search · 2 relevant paths

⇣02.7s

Fetch route hints

Robots and sitemap paths were read.

GET /robots.txt · 200 OK

FETCH

⌘04.2s

Crawl key pages

Pricing and API guide links were discovered.

/pricing · /docs · 3 links

CRAWL

↗06.1s

Browse team plan

Plan details match the stated team size.

/plans/team · page evidence

BROWSE

✓08.4s

Outcome verified

API quickstart link found on the docs page.

Assertion · destination present

PROOF

i Activity summaries describe visible actions and evidence, not private chain-of-thought.

◌06OBSERVED STEPS

◷8.4sDURATION

✣2,184TOKENS sample value

✓VerifiedSAMPLE OUTCOME

SIMULATED EVENT STREAMNO REAL REQUESTS · NO CUSTOMER DATA

✳

When connected to an agent runner, this is the kind of trail AgentLens aims to make inspectable.

✳ A CLEARER KIND OF OBSERVABILITY

Show what happened.
Be honest about what didn’t.

Agent behavior is hard to interpret. AgentLens should make the evidence legible without presenting guesses as facts.

◎OBSERVABLE

What the run can prove

✓ Pages and links visited
✓ Tool calls and returned status
✓ Checks that passed or failed
✓ Timing and provider-reported usage

⌁CLEAR LIMITS

What stays a boundary

↗ No invented private thoughts
↗ No “success” without a check
↗ No live claims from demo data
↗ No credentials in this prototype

✳

“The goal isn’t to watch a cursor move. It’s to know whether the work got done—and why.”

THE AGENTLENS PRINCIPLE

✳ THE ROAD AHEAD

From first scan
to release confidence.

AgentLens is an early product direction. The first version is focused on making a small number of valuable, read-only journeys easy to inspect and repeat.

⌕domain→signals

Choose a journey

Describe a task and the outcome a successful run should prove.

PLANNED

✳agent→evidence

Observe the path

Replay the observable steps through the site and linked tools.

PLANNED

↗release A→release B

Compare releases

Spot the change that shifted a journey, with a report your team can use.

PLANNED

YOUR SITE. THEIR NEXT MOVE.

Make room for
the agentic web.

Help shape an observability tool that makes agent journeys easier to understand, test, and improve.

Your site, through
an agent’s eyes.

Agent readiness, with receipts.

Agent profile

Make every agent journey visible.

Good work starts
with a clear view.

Same web. Different kinds of work.

A different agent for every kind of work.

Muse

Hark

Town

Instinct

Pally

Dots

Ollie

szn

Shuffle

Kicker

Not another score.
A better view of the work.

Start with the task

Show the evidence

Catch the regression

Follow the trail.
Find the turning point.

Observed activity

Show what happened.
Be honest about what didn’t.

What the run can prove

What stays a boundary

From first scan
to release confidence.

Choose a journey

Observe the path

Compare releases

Make room for
the agentic web.

Request early access

Your site, throughan agent’s eyes.

Agent readiness, with receipts.

Agent profile

Make every agent journey visible.

Good work startswith a clear view.

Same web. Different kinds of work.

A different agent for every kind of work.

Muse

Hark

Town

Instinct

Pally

Dots

Ollie

szn

Shuffle

Kicker

Not another score.A better view of the work.

Start with the task

Show the evidence

Catch the regression

Follow the trail.Find the turning point.

Observed activity

Show what happened.Be honest about what didn’t.

What the run can prove

What stays a boundary

From first scanto release confidence.

Choose a journey

Observe the path

Compare releases

Make room forthe agentic web.

Your site, through
an agent’s eyes.

Good work starts
with a clear view.

Not another score.
A better view of the work.

Follow the trail.
Find the turning point.

Show what happened.
Be honest about what didn’t.

From first scan
to release confidence.

Make room for
the agentic web.