GTM Strategy Analyst
Turn the offer, buyer evidence, market, and constraints into a sourced launch brief with a testable pipeline goal.
RoleB2B go-to-market strategy and positioning analyst
Premade agents
79 Crew agents you talk to in chat, Slack or WhatsApp, and 64 Goal playbooks that run on their own against a target. Choose a starting point for your team's pilot; we adapt it to your tools and rules. Each ships with its setup steps, the tools it needs and guardrails that ask before anything reaches a customer. The source is public: read any of them, and modify them locally for development and testing.
12 Crew agents · 8 Goal playbooks
Turn the offer, buyer evidence, market, and constraints into a sourced launch brief with a testable pipeline goal.
RoleB2B go-to-market strategy and positioning analyst
Keep approved launch assets, channel actions, owners, dates, dependencies, and observed lead signals in one source-linked ledger.
RoleCross-channel B2B launch and pipeline coordinator
Reconcile campaign, form, lead, account and opportunity records under one stage and attribution policy for a shared GTM owner decision.
RoleCross-system B2B funnel and pipeline integrity analyst
Prepare current, buyer-specific seller guidance from approved product claims, customer proof and objections without inventing promises.
RoleApproved GTM claim and seller-content coordinator
Compare current plan entitlements, buyer evidence, unit economics and sales exceptions to prepare a reviewed package or price decision.
RoleB2B SaaS offer and package comparison analyst
Checks each new enquiry and prepares a brief so your sales team can decide who should follow up.
Gathers the facts about a prospect into a short brief with sources for your sales team.
Prepares a follow-up for your review, or flags when the team should leave a lead alone.
Prepare an exact-meeting brief from approved CRM and account context, separating verified facts from discovery questions.
RoleEvidence-led seller call preparation assistant
Turn documented discovery and current approved offer/pricing rules into a scoped, unsent proposal with explicit gaps and approval owners.
RoleReviewed B2B proposal preparation assistant
Explain real pipeline movement and stale deals from comparable CRM snapshots without presenting guesses as a forecast.
RoleSource-linked B2B opportunity pipeline analyst
Turn a sourced opportunity into an owned next-step decision or a verified signed-deal handoff without silently changing CRM or contacting a customer.
RoleOwner-reviewed B2B opportunity next-step coordinator
Take an approved B2B offer from a sourced launch brief through observed campaign and lead signals to reviewed qualification and pipeline outcomes.
Join an owner-accepted priced SaaS offer to current, approved seller guidance without making unsupported claims or sending outreach.
Reconcile an observed launch campaign with deduplicated form, lead and opportunity records under one attribution policy.
Carry an accepted priced SaaS offer through positioning into a reviewed launch plan with current claims, owners and channels.
Checks new enquiries, prepares a meeting invitation for review and tracks confirmed bookings.
Prepare a sourced call brief and an unsent SaaS proposal from approved post-call discovery and current pricing, with distinct seller and commercial review.
Checks why a deal has stalled and prepares a next step for the salesperson responsible.
Review one SaaS trial account's actual product use, then prepare a permitted seller assist or an explicit no-contact decision.
17 Crew agents · 8 Goal playbooks
Tracks changes in the competitors you choose and explains which ones matter for your offer and buyers.
Explain a bounded campaign’s spend, delivery, qualified response, and conversion changes from source records with comparable definitions.
RoleCampaign measurement and decision analyst
Compares signup, product use and billing records to show where potential customers drop out before paying.
Turn one evidence-backed growth question into a bounded experiment with a decision rule, owner, safety limit, and measurement plan.
RoleGrowth hypothesis and experiment decision planner
Carry one approved experiment design through exact launch-state checks, provider receipts and rollback ownership without treating a proposal as permission.
RoleApproved growth experiment execution coordinator
Reconcile an actual launched experiment with its frozen metric, assignment and observation window, then report measured or inconclusive outcomes for owner review.
RoleGrowth experiment outcome and guardrail analyst
Reviews your website and turns the opportunities it finds into a measurable plan for attracting relevant visitors.
Finds technical problems that make your pages harder to discover in search and prioritizes what to fix.
Map target buyers’ questions and search intent to existing pages and evidence-backed content gaps.
RoleBuyer-question and search opportunity researcher
Turn an approved search or buyer opportunity into a useful page brief with claims, sources, internal links, and a success signal.
RoleEvidence-led website content brief writer
Draft a useful, source-grounded website page from an approved brief without publishing it automatically.
RoleReviewable website page drafter
Carry an approved page draft through a separately authorized publication route and verify the exact live page before recording a shipped change.
RoleReviewed website publication and verification coordinator
Find page/query opportunities in authorized Search Console data and propose bounded page improvements.
RoleSearch Console page and query optimization analyst
Explain relevant visitor, landing-page, and conversion changes from authorized analytics data.
RoleWebsite traffic and engagement measurement analyst
Tests your buyers’ questions in AI search tools and shows where your business appears, is missing or lacks a supporting source.
Inspect one visitor journey and propose a bounded page revision or test grounded in evidence.
RoleLanding-page conversion path analyst
Find relevant channels and prepare reviewable distribution and outreach drafts for a published asset.
RoleWebsite content distribution planner
Connect and normalize traffic, product, billing, and feedback data with durable customer identity, event quality, freshness, and provenance — the data your AI Growth Analyst reasons over.
Investigates a change in your signup-to-payment funnel and proposes an experiment for your team to review.
Compares how customer groups get started and return, then proposes a retention experiment for your review.
Track one owner-approved growth experiment from exact provider launch evidence to a guarded, reproducible outcome readout; leave underpowered results inconclusive.
Combines a technical website review with buyer questions to propose search improvements for your team to approve.
Turn a bounded, repeatable AI-answer citation sample into a sourced buyer-question opportunity, with owner review before any page change.
Explain a campaign conversion change from matched spend and CRM evidence, then prepare one bounded experiment plan with an optional sourced competitor context.
Help a newly launched website attract more relevant visitors by coordinating a growth strategist and search specialist, then extending to content and measurement when ready.
10 Crew agents · 6 Goal playbooks
Turn an authorized new-customer handoff into an owned milestone plan and a source-linked blocker queue.
RoleB2B customer onboarding coordinator
Checks whether customers are using a feature and reaching the useful first result your team defined.
Compares groups of customers over time so your team can see who gets started and who keeps coming back.
Combine first-value progress, support history, and renewal timing into a sourced account review and owner action.
RoleCustomer success account health coordinator
Verify one customer contract, notice deadline, billing state and health evidence, then prepare an owned renewal decision without changing terms or contacting the customer.
RoleEvidence-led SaaS renewal decision coordinator
Sorts incoming support cases by urgency, removes duplicates and prepares the next action for the right teammate.
Drafts a customer reply from your approved help content and case details, flagging questions that still need an answer.
Keeps a difficult customer case moving between teams, with a clear owner, current evidence and the decisions still needed.
Groups customer feedback into recurring themes so your team can decide what to fix and review proposed replies.
Find repeated unresolved questions and stale help content, draft a sourced article update and verify whether the approved update helps.
RoleSupport knowledge gap and article quality coordinator
Coordinate onboarding milestones and observed product adoption so a new B2B customer reaches an agreed first result.
Verify one signed SaaS deal and have Customer Success accept its exact scope and first-value promise before onboarding starts.
Join bounded customer-health evidence to current SaaS contract and billing terms for an owner-reviewed renewal decision.
Checks a customer case, prepares a reply or handoff for review and follows up on the recorded outcome.
Turn a verified repeated support question into a privacy-safe, owner-reviewed help article draft without claiming publication or deflection.
Use an observed live help revision to prepare a grounded, unsent reply for an exact open support case.
9 Crew agents · 5 Goal playbooks
Analyze authorized finance records, explain revenue and expense changes, and prepare sourced finance briefs with transparent calculations.
RoleFinance analyst for this business
Organize authorized transaction records into a traceable export for review by the business and its tax professional.
RoleTax records preparer for this business
Brings overdue invoices, failed payments, refunds and disputes together with proposed next steps and replies for approval.
Reconcile subscription billing, credits, payments, and ledger records into a reviewable close memo with unresolved differences.
RoleSubscription revenue and accounting close analyst
Review proposed purchases, bills and spend against current vendor records, budgets, duplicates and approval policy without executing them.
RoleVendor purchase, bills, expenses, and spend review coordinator
Finds overdue invoices that need attention and prepares reminders for review without chasing the same customer twice.
Investigates a failed payment, checks retries and previous contact, then proposes the next step for your billing team.
Checks the original payment and previous refunds so an approver can review the right refund amount.
Keep one payment dispute’s current deadline, reason, evidence gaps, and responsible owner reviewable without silently submitting evidence.
RolePayment dispute evidence and deadline coordination capability for a Billing Operations Crew
Coordinate billing exceptions and a sourced finance impact review, with optional accounting close and payables specialists.
Extract an authorized vendor invoice, reconcile it against current payables, and prepare an owner-reviewed decision without posting or paying it.
Review a SaaS customer refund against the exact payment and policy, then verify its provider and finance outcome without an implicit money action.
Investigates an unpaid subscription invoice, prepares the follow-up for review and checks whether payment was collected.
Prepare one SaaS payment dispute for owner review, then track its actual provider and finance outcome without submitting evidence implicitly.
6 Crew agents · 3 Goal playbooks
Turn authorized team goals, project status, and decisions into a sourced operator brief with accountable next actions.
RoleBusiness priorities and decision follow-through coordinator
Extract owner-reviewed decisions and action items from authorized notes into a traceable register without silently assigning work.
RoleMeeting decision and action register coordinator
Reconcile project milestones, task state, and owner updates into a sourced status report with decisions and blockers.
RoleProject milestone and action status coordinator
Investigate authorized order, fulfillment, carrier, and customer-service records into a prioritized owner action queue.
RoleCross-system order exception coordinator
Compare a bounded vendor set against owner-approved requirements, evidence, costs, and risks to prepare a reviewable shortlist.
RoleRequirements-based vendor evaluation analyst
Extract customer-defined fields from authorized incoming documents, validate them against source pages and rules, and route uncertain values for review.
RoleStructured document intake and exception reviewer
Turn authorized meeting notes into confirmed, deduplicated actions and a source-observed project status report, with optional leadership review.
Compare exact SaaS vendor plans against requirements and cost, then prepare a current, owner-reviewed purchase decision.
Investigate a cross-system order exception and prepare a policy-safe, unsent customer update for the exact support case.
5 Crew agents · 5 Goal playbooks
Review a bounded customer feedback theme or released-feature adoption observation against current product evidence and owner criteria, then prepare a traceable decision.
RoleEvidence-led product decision coordinator
Turn authorized interviews, support cases and product observations into a bounded opportunity brief with uncertainty and a next research question.
RoleCustomer problem and product opportunity researcher
Compare candidate product opportunities against agreed goals, evidence, dependencies and capacity for a transparent owner decision.
RoleProduct opportunity comparison and roadmap decision analyst
Turn an accepted product problem into a reviewable scope, behavior and acceptance contract for Design, Engineering and QA.
RoleApproved product problem to testable requirement coordinator
Coordinate approved product scope, customer-facing claims, support readiness and adoption measurement for one exact release.
RoleProduct-facing feature release readiness coordinator
Validate a bounded customer feedback theme, compare it with current product work, and prepare an owner-reviewed decision without silently creating roadmap work.
Measure eligible, exposed and using accounts for a shipped feature, then prepare a bounded product owner decision.
Move a bounded customer problem through accepted priority into reviewable product requirements without silently opening delivery work.
Join approved product requirements to exact-build QA, support content and measurement evidence for a Product release decision.
Connect a verified feature release and exposure rule to a source-bound adoption observation without assuming usage or impact.
7 Crew agents · 7 Goal playbooks
Investigates stuck orders, stock problems and delivery delays so your store team knows what needs attention.
Checks a return or refund request against the order and your policy, then prepares a decision and customer reply.
Find product and variant data gaps that affect discovery and purchase, then prepare an evidence-backed merchant review queue.
RoleShopify catalog quality and merchandising analyst
Connect storefront, traffic, product, and checkout evidence to reviewable growth actions for a specific Shopify store.
RoleShopify storefront discovery and conversion analyst
Investigate authorized, pending, failed, captured, voided, and refunded order transactions, then prepare an owner-safe payment exception queue.
RoleShopify payment and order transaction investigator
Checks whether a checkout still needs follow-up and whether contact is allowed, then drafts a recovery message for review.
Turn a variant and location stock risk into a supplier-aware quantity and cost proposal for procurement owner review.
RoleShopify supplier replenishment and purchase-order review coordinator
Brings the order problem and refund request together so your team can approve a resolution and check what happened.
Find a product-page or variant issue, prepare a merchant-reviewed catalog correction, then verify the shipped change and comparable shopper evidence.
Investigate a Shopify variant availability mismatch, prepare a location-aware merchant action, and verify the resulting inventory or storefront state.
Investigate an order payment exception, decide whether fulfillment must wait or can be reviewed for release, and verify any approved action.
Check a Shopify product and market publication, test the buyer journey, prepare a merchant go/no-go decision, and verify any approved launch.
Turn a Shopify abandoned checkout signal into a contact-policy review and an unsent recovery draft, with separate proof for any later send or order.
Flags stock at risk of running out and prepares a reorder proposal using the supplier information available.
13 Crew agents · 22 Goal playbooks
Builds a timeline from alerts, logs and recent releases so your engineers can investigate an incident with the evidence together.
Trace blocked work across issues, PRs, CI, and deployments; chase the next owner decision and verify release state.
RoleEngineering delivery and release blocker coordinator
Reconcile authorized delivery, quality or reliability records into reproducible team metrics and bounded improvement questions.
RoleTeam-level engineering metric and evidence analyst
Compare a reported regression with traces, measurements, and recent changes to produce a reproducible diagnosis and owner action.
RoleApplication performance regression investigator
Explains changes in your cloud bill and prepares savings options with the risks for your team to review.
Reconstruct a stabilized incident from frozen evidence, separate observed impact from hypotheses, and propose owner-reviewable improvements.
RoleBlameless incident review and contributing-condition analyst
Turn owner-approved incident actions into an exact register, reconcile work-item receipts, and verify the intended control rather than issue status alone.
RolePost-incident improvement ownership and verification coordinator
Tries the customer journeys you choose and brings back screenshots and steps to reproduce any failures.
Separate inconsistent application behavior from test or environment instability and prepare a reviewed stabilization decision.
RoleIntermittent test failure investigator
Collects the checks for a specific release and highlights missing evidence so the release owner can decide whether to ship.
Validate in-scope scanner or reported findings against the actual asset, classify risk with evidence, and prepare owner-reviewed remediation criteria.
RoleAuthorized application security findings analyst
Compare approved permission policy with observed UI and server behavior using authorized actors, isolated fixtures, and exact matrix evidence.
RoleRole, resource, and tenant access review analyst
Tracks a security finding from its assigned owner through the fix, deployment and independent recheck.
Configure browser access and Playwright, save verified locators, capture video plus console/network evidence, and establish reporting.
Validate login, logout, MFA, recovery, expiry, refresh, and invalid-session behavior with durable evidence.
Validate page, action, and data permissions across roles, ownership states, and tenant boundaries.
Reuse browser setup and locator helpers to run critical journeys, investigate failures, and retain video plus console/network evidence.
Detect inconsistent browser-test outcomes through bounded repeated runs and verify reviewed stabilization without hiding failures.
Diagnose browser-test failures with preserved video and console/network evidence, verify test-only repairs, obtain review, and update canonical tests and knowledge.
Run approved browser journeys on a schedule, retain comparable history, and notify only on actionable changes.
Bind an exact change or build to required Browser QA suites and publish an auditable pass, fail, or needs-review decision.
Coordinate an incident investigation, an owned fix or rollback decision, and evidence that the affected service recovered.
Turn a reproducible service or page regression into an owner-reviewed change plan tied to the exact build and performance budget.
Reconcile one governed team engineering metric, then prepare an owned improvement review with current issue evidence.
Connect a sourced cloud-cost change to a reviewed engineering action and a finance-verified savings outcome, keeping estimates separate from realized billed results.
Measure approved browser pages and journeys against customer-defined budgets with comparable samples and durable diagnostics.
Measure approved API scenarios under bounded load against customer-defined latency, throughput, error, and capacity policies.
Join required journey attempts and optional flake investigation to an exact-build release quality decision with separate status publication evidence.
Ingest CI and deployment failures, classify likely cause with evidence, perform safe policy actions, and route the result.
Receive reliability errors, correlate incident signals, perform basic evidence-backed RCA, establish impact and severity, and coordinate current status.
Prepare exact operational remediation, validate and approve it, execute through authorized paths, and verify sustained recovery or rollback.
Reconstruct one stabilized incident from frozen sources, propose a blameless review, then track accepted improvements to independently verified completion.
Connect an authorized, validated security finding to owned remediation and independent retest of the affected deployed asset.
Connect an authorized permission mismatch to an owned fix, deployed build, independent same-cell retest, and closure decision.
Run authorized web, API, code, dependency, secret, and configuration assessment through reviewed remediation and verified closure.
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Agent library
Each Crew agent and Goal playbook is a versioned, plain-Markdown skill package with its setup checks, required tools and the evidence it keeps. Each is a starting point we adapt to your tools and rules; your engineers can read and extend them.
Describe the outcome in a sentence. AgentWorks proposes the plan, the tools and the metric, and you approve it.