ENGINE_STATUS: RUNNING
ACCOUNTS: 47LAST_AUDIT: 8m
GTMVPRUN_AUDIT
02_ENGINE / ARCHITECTURE

Eight agents.
One intelligence engine.

GTMVP is a fleet of specialized agents that continuously map markets, position offers, surface angles, and monitor signals — orchestrated through a structured playbook and supervised by senior GTM operators. No standups. No quarterly strategy refresh. The engine watches the market for you.

RUN_FREE_DIAGNOSTIC VIEW_SAMPLE_REPORT
03_STACK / WHAT_RUNS

Three layers. One running engine.

The data layer feeds the agent layer. The agent layer proposes work. The supervision layer approves what ships.

L_03
SUPERVISION_LAYER
Where humans decide.
Senior GTM operator
Owns positioning calls, channel strategy, and offer architecture decisions
Brand reviewer
Sign-off on angles, voice, and message-market fit hypotheses before they ship
Strategy lead
Quarterly review of competitive landscape, repositioning bets, channel mix
L_02
AGENT_LAYER
Where the work happens.
A_01 · Competitor recon
Maps direct + adjacent competitors; weekly diff on pricing, hiring, releases
A_02 · Product taxonomy
Codifies feature/value/format gaps across the competitive set
A_03 · Positioning
Quantifies whitespace; recommends defensible category bets
A_04 · Offer design
Synthesizes pricing, anchors, guarantees, bonus stacks
A_05 · Angles
Generates + ranks message-market hypotheses by predicted lift
A_06 · Channels
Scores 30+ distribution channels against ICP, CAC ceiling, capacity
A_07 · Keywords + SERP
Maps keyword universe, AI Overviews, share of voice movement
A_08 · Trend pulse
Hourly listening across X, LinkedIn, Reddit, podcasts, hiring, GitHub
L_01
DATA_LAYER
What plugs in.
Public web
Competitor sites, pricing pages, careers boards, product changelogs
Search intelligence
SERP APIs, AI Overviews, keyword universe, ranking deltas
Social listening
X, LinkedIn, Reddit, YouTube, podcast transcripts, GitHub
Your stack
Ad platforms, GA4, CRM, attribution — for execution + measurement
04_AGENTS / DEEP_DIVE

What each agent actually does.

Concrete inventory of inputs, outputs, cadence, and where the human enters.

A_01
COMPETITOR_RECON
WEEKLY · CONTINUOUS_MONITORING
94%
AUTOMATION_LEVEL

Map. Watch. Diff.

WHAT_IT_SCANS
→Direct + adjacent + emerging competitors
→Pricing page diffs (week-over-week)
→Messaging + value-prop changes
→Hiring signals (roles, geos, seniority)
→Product release notes + changelogs
→Funding + corporate actions
→SERP overlap + share of voice
→Inbound link velocity + DR shifts
WHAT_YOU_RECEIVE
→Ranked competitor map (tier 1 / 2 / fringe)
→Weekly competitor brief (3-page)
→Pivot alerts (within 24h of detection)
→Quarterly competitive landscape report
HUMAN_ENTERS
Operator validates competitor classification and flags strategic threats vs. noise.
A_02
PRODUCT_TAXONOMY
BIWEEKLY · ON_COMPETITOR_CHANGE
88%
AUTOMATION_LEVEL

Codify. Compare.

WHAT_IT_SCANS
→Your offering: features, formats, deliverables
→Competitor offerings: same axes, normalized
→Feature parity matrix
→Value-prop semantic clustering
→Format gaps (e.g. async vs. live, DIY vs. DFY)
→Bundle architecture comparisons
WHAT_YOU_RECEIVE
→Feature-value-format taxonomy (visual)
→Gap report: where competitors over/underdeliver
→Bundle architecture recommendations
HUMAN_ENTERS
Operator validates taxonomy categories match how customers actually shop.
A_03
POSITIONING
QUARTERLY · ON_DEMAND
75%
AUTOMATION_LEVEL

Find the gap.

WHAT_IT_SCANS
→Attribute matrix (10–20 axes per category)
→Competitor positioning claims (scraped + classified)
→Customer language (review mining, social, sales calls)
→Demand validation per whitespace candidate
→Defensibility heuristics (moat, repeatability)
WHAT_YOU_RECEIVE
→Top 5 whitespace positioning bets, ranked
→Demand evidence per bet (search vol + social signal)
→Defensibility scoring per bet
→Recommended primary + secondary positioning
HUMAN_ENTERS
Operator picks the bet. The agent presents evidence — the human owns the choice.
A_04
OFFER_DESIGN
ON_DEMAND · POST_POSITIONING
72%
AUTOMATION_LEVEL

Anchor. Bonus. Guarantee.

WHAT_IT_SCANS
→Pricing benchmarks across the competitive set
→Anchor patterns (decoy, reference, psychological)
→Guarantee structures (risk reversal patterns)
→Bonus stack patterns (perceived value)
→Tier architecture (good-better-best, freemium, usage)
→Conversion-rate priors per offer pattern
WHAT_YOU_RECEIVE
→3 offer architectures with predicted conversion lift
→Pricing recommendation with rationale
→Guarantee + bonus stack candidates
→Sales-page section ordering
HUMAN_ENTERS
Operator owns guarantee scope and bonus economics. Agent proposes; operator commits.
A_05
ANGLES
WEEKLY · ON_NEW_INTEL
90%
AUTOMATION_LEVEL

Hypothesize. Rank.

WHAT_IT_SCANS
→Pain-axis hypotheses (current frustrations)
→Gain-axis hypotheses (desired outcomes)
→Identity-axis hypotheses (who they want to be)
→Proof-axis hypotheses (what they need to believe)
→Competitor angle inventory (what's working)
→Trending narratives in the category
WHAT_YOU_RECEIVE
→50–100 angle hypotheses, ranked by predicted CTR
→Top 10 ready-to-test with hook + body
→Angle-to-offer matching (which angle for which tier)
→Test sequencing recommendation
HUMAN_ENTERS
Brand reviewer signs off on voice + truth claims before any angle ships externally.
A_06
CHANNELS
MONTHLY · ON_CAC_DRIFT
82%
AUTOMATION_LEVEL

Score. Sequence.

WHAT_IT_SCANS
→30+ distribution channels (paid, organic, partner, founder-led)
→ICP fit per channel (where do they actually attend?)
→CAC ceiling vs. expected channel CAC
→Team capacity constraints (time, skill)
→Channel saturation indicators
→Compounding vs. linear channel classification
WHAT_YOU_RECEIVE
→Top 5 channels with fit score + rationale
→90-day distribution roadmap (sequenced)
→Capacity + investment plan per channel
→Channels to explicitly avoid
HUMAN_ENTERS
Operator owns commitment to channels — agent surfaces, operator chooses what gets staffed.
A_07
KEYWORDS_+_SERP
WEEKLY · DAILY_RANK_TRACKING
91%
AUTOMATION_LEVEL

Map. Cluster. Track.

WHAT_IT_SCANS
→Full keyword universe (intent-tiered)
→AI Overview presence + composition
→Featured snippet ownership
→Competitor SERP movement
→Programmatic page opportunities
→Topic cluster mapping
→Internal linking gaps
WHAT_YOU_RECEIVE
→Keyword universe (clustered + prioritized)
→AI Overview citation strategy
→Top 20 page-level opportunities
→Weekly SERP movement report
HUMAN_ENTERS
Operator approves which clusters get content investment. SEO is a long bet — discipline matters.
A_08
TREND_PULSE
HOURLY · ALWAYS_ON
96%
AUTOMATION_LEVEL

Listen. Surface.

WHAT_IT_SCANS
→X / Twitter category conversations
→LinkedIn thought-leader signals
→Reddit subreddit health + topics
→Podcast transcripts (your category)
→GitHub activity (if dev-tool adjacent)
→Hiring data (BLS + LinkedIn jobs)
→Newsletter / Substack chatter
→AI search query trends (where measurable)
WHAT_YOU_RECEIVE
→Daily pulse digest (5-minute read)
→Real-time alerts on category-relevant breakthroughs
→Weekly trend brief with implication for your GTM
→Topic momentum scoring
HUMAN_ENTERS
Agent flags. Operator decides which trend warrants a content/angle/positioning response.
05_OPERATIONS / LIVE_BOARD

Watch the engine do its job.

A sample view of what's running across the portfolio right now. Your engagement gets the same observability — scoped to you.

GTMVP_OPS_BOARD · LIVE
TICK_0000
COMPETITORS_TRACKED
847
ANGLES / WK
124
▲ 18% vs LAST_30D
TRENDS_FLAGGED / 24H
38
ACTIVE_AGENTS
8 / 8
DIAGNOSTICS_QUEUED
3
POSITIONING_BETS_LIVE
47
▲ 12% vs LAST_30D
AGENT_ACTION_LOG
14:22A_01_RECONPricing diff detected: competitor_id=cpt_281 raised tier 2 from $99 → $149
14:19A_08_PULSETrend surfaced: AI Overview citation for 'soc2 automation' shifted 3 ranks
14:17A_05_ANGLES12 new angle hypotheses generated for client_id=cli_207 — ranked + queued
14:11A_07_SERPFeatured snippet lost on kw=embedded_payments — operator flagged
14:08A_03_POSITIONINGWhitespace candidate identified: 'compliance for vertical SaaS' (DR=42 evidence)
14:02A_06_CHANNELSReddit r/devops scoring 8.4/10 for ICP fit — added to roadmap
13:58A_01_RECONHiring signal: competitor_id=cpt_113 opened 4 enterprise AE roles in NY
13:54A_04_OFFERBonus stack proposal generated for client_id=cli_410 — 3 variants
14:22A_01_RECONPricing diff detected: competitor_id=cpt_281 raised tier 2 from $99 → $149
14:19A_08_PULSETrend surfaced: AI Overview citation for 'soc2 automation' shifted 3 ranks
14:17A_05_ANGLES12 new angle hypotheses generated for client_id=cli_207 — ranked + queued
14:11A_07_SERPFeatured snippet lost on kw=embedded_payments — operator flagged
14:08A_03_POSITIONINGWhitespace candidate identified: 'compliance for vertical SaaS' (DR=42 evidence)
14:02A_06_CHANNELSReddit r/devops scoring 8.4/10 for ICP fit — added to roadmap
13:58A_01_RECONHiring signal: competitor_id=cpt_113 opened 4 enterprise AE roles in NY
13:54A_04_OFFERBonus stack proposal generated for client_id=cli_410 — 3 variants
06_SUPERVISION / DECISION_MATRIX

Where the human still decides.

Agents handle the high-frequency, low-risk work. Operators own calls that need taste, judgment, or strategic stakes.

DECISION
AGENT
OPERATOR
Add a new competitor to the watchlist
●
—
Reclassify competitor tier (1 / 2 / fringe)
—
●
Score keyword cluster opportunity
●
—
Commit to a new positioning bet
—
●
Generate angle hypotheses
●
—
Approve angles for external use
—
●
Score channel fit + capacity
●
—
Commit team to a new channel
—
●
Propose offer architecture
●
—
Set guarantee scope + bonus economics
—
●
Hourly trend monitoring + flagging
●
—
Quarterly competitive landscape review
—
●
07_INTEGRATIONS / STACK_FIT

Plugs into your stack.

INTELLIGENCE_SOURCES
  • SERP APIs
  • X / LinkedIn
  • Reddit
  • Podcast transcripts
  • GitHub
  • Hiring boards
AD_PLATFORMS
  • Meta
  • Google Ads
  • TikTok
  • YouTube
  • LinkedIn
  • Reddit Ads
ANALYTICS_+_CRM
  • GA4
  • HubSpot
  • Salesforce
  • Close
  • Mixpanel
  • Amplitude
ATTRIBUTION
  • Triple Whale
  • Northbeam
  • Custom MMM
  • Native

* The diagnostic runs on public + lightweight inputs. The Engine tier connects to your stack for execution + measurement.

08_FAQ / TECHNICAL

Operator questions.

09_INITIATE

See what eight agents
find on your category.

Free diagnostic. 24-hour turnaround. No sales call required.

RUN_FREE_DIAGNOSTIC