Product The 42 Modules Action Layer Who it's for The Engine Why Begrasp Pricing Trust & Security Get a demo Free scorecard
01 · THE ENGINE
The engine

Why you can trust a diagnosis no human touched.

One hundred thirty-two specialized agents across sixteen tiers run every diagnosis end-to-end in real time — researched, scored, synthesized, critiqued, debated, gated, and ethically cleared before a single word reaches you.

132
Specialized agents
16
Engine tiers
23
Quality gates
8
Adversarial critics
0
Humans in the loop
The pipeline · one diagnosis · real-time
0
Foundation 5 agents
Intake, brand-state load, schema validation, Memory Steward.
1
Research 13 agents
13 real-world scanners in parallel — 60–100 cited findings minimum.
2
AI-Surface Probing 13 agents
19-engine probers: AI Overviews & Mode, shopping, voice, bot/crawl, prompt-demand, citations, geo/persona, sentiment.
3
Scoring 24 agents
~21 scored metrics + volatility, sentiment, citation-authority, indexability, entity.
4
Synthesis 16 agents
Causal · Counterfactual · Predictive · Cross-Pattern · attribution · dark-funnel · knowledge-graph · geo.
5
Output Generation 8 agents
Verdicts, Action Plan, narrative, the Agent Truth File.
6
Critic 8 agents
Factual · logic · sensitivity · hallucination · bias · generation-safety · brand-fact claim critics.
7
MACA Debate 4 agents
Advocate-for / against, moderator, arbiter — dissent preserved.
8
Quality Gates 23 gates
Ship is blocked if any gate fails. No exceptions.
9
Channel Personalization 6 agents
Founder · CFO · board · marketing-ops voices.
10
Refresh + Delivery 8 agents
Dashboard · email · Slack · webhook fan-out.
11
Federated Learning 3 agents
Anonymised network learning, brand isolation preserved.
12
Self-Improvement 4 agents
A/B tested upgrades, auto-rollback if gates degrade.
13
Sovereign Ethics 6 agents
Constitutional Guardian + Generation Provenance (C2PA) — can halt any output. Cannot be disabled.
14
Subscription Lifecycle 8 agents
Billing, renewals, plan moves, retention.
15
Generation 4 agents
Schema / JSON-LD, answer & FAQ blocks, llms.txt & briefs, brand-voice & asset QA.
The synthesis stack · why prescriptions are causal, not correlational

Causal Inference Engine Tier 4·05

A structural causal model over all ~21 metrics — every prescription is justified by a causal chain, never a correlation.

Counterfactual Simulator Tier 4·06

"If you fix X, what happens to Y over Z months" — abduction → intervention → prediction.

Predictive Forecaster Tier 4·07

12-month forward projection across three scenarios per metric, with confidence bands.

Cross-Pattern Synthesizer Tier 4·08

"Brands like yours in this state did X" — analogies pulled from the federated corpus.

The trust layer

08Eight adversarial critics challenge every claim, reasoning chain, and score — now including a generation-safety critic and a brand-fact claim verifier — flagging anything unsupported or overconfident.
⇄MACA debate consensus argues high-stakes findings for, against, and alternative — shown to lift reasoning accuracy +21–27pp.
∞Memory Steward keeps a persistent per-brand graph — zero re-intake on renewal, diffs surfaced every refresh.
§Sovereign Ethics tier — a Constitutional Guardian the operator cannot override, with final clearance on every deliverable.
Evidence floorSource diversityRecencySchemaVerdict coverageAction traceabilityConfidenceCausal coherenceMACA consensusCritic passHallucination floorPersona fitPrivacySovereign ethicsGeneration safetyAttribution integrityVolatility confidenceEngine coveragePerception accuracyIndexabilityEntity consistencyGeo/Persona consistencyCommerce & ads disclosure
02 · THE PROOF
Proof

Every number, defensible to your board.

Begrasp doesn't guess and doesn't hand-wave. Every claim is cited, cross-checked, confidence-banded, and logged — with a full audit trail and a "How This Was Built" methodology shipped at the end of every diagnosis.

≥3
Sources per claim
Source-diversity gate — never a single-source assertion.
0
Orphan claims
Hallucination-floor gate — every claim traces to a source.
60–100
Cited findings / refresh
Evidence-floor gate (Max tier).
CI
On every score
Calibrated confidence bands, never false precision.
Evidence Ledger · MOD-40audit trail
"Your AI share-of-voice trails your top competitor on 12 of 20 buyer queries."
7 sources8/8 critics passedCI 91%
"Revenue-leak #1 traces to checkout-step drop-off, not traffic."
5 sources8/8 critics passedCI 86%
"Two AI engines state outdated pricing — flagged high severity."
4 sourcesMACA: confirmedCI 94%

Illustrative ledger rows — every diagnosis ships the real thing, claim by claim.

03 · YOUR MOVE
Your move

Trust it, then verify it.

Every claim sourced, critiqued, and confidence-banded. Start with a free scorecard.

Run the free scorecard Why Begrasp wins