Agentic matchingExplainable scoringPrivacy-aware

A minimal agent that finds the right people for your crypto community.

ANTDEL extracts traits from public signals, runs targeted search, and matches candidate profiles to your criteria — with reasons you can audit.

3-step
Trait → Search → Match
10x
Faster targeting
Explain
Reasons included
API
Integrate anywhere
Agent Run
Objective: contributor discovery
Live preview
Extracted traits
solidityauditzk researchwrites long-formcommunity helper
Targeted search
(solidity OR audit) AND (zk) AND (writes OR blog)
"zk" + "audit notes" + "2024"
Match results
Candidate A
Wrote zk audit notes • active reviews
92%
Candidate B
Solidity maintainer • community helper
86%
Candidate C
Research threads • consistent signals
81%
Output includes a checklist of matched traits and a confidence-weighted score.
Product

A focused assistant for growth, rewards, and contributor discovery.

Built for teams that need better targeting than spreadsheets — without sacrificing auditability.

Trait extraction
NLP + embeddings

Turn public text signals into structured traits: roles, interests, topics, regions, contribution patterns.

Targeted search
Retrieval

Generate high-precision queries from traits to find relevant accounts, content, and on-chain activity.

Profile matching
Explainable scoring

Score and explain why a candidate matches a campaign, role, whitelist, or reward criteria.

Sybil resistance (optional)
Privacy-aware

Add lightweight heuristics and graph signals to reduce farming without doxxing users.

Campaign orchestration
Ops-ready

Build segments, exports, and automated outreach lists for growth, partnerships, and community ops.

Developer-first
API

API + webhooks for integrating with bots, dashboards, and reward pipelines.

Community growth

Find accounts that match a narrative (builders, educators, niche researchers) and create segments for outreach.

  • segments + exports
  • campaign lists
  • partner scouting
Rewards & whitelists

Score contribution quality with transparent criteria and optional on-chain signals to reduce farming.

  • criteria policies
  • anti-sybil signals
  • reward pipelines
Hiring & contributor ops

Identify contributors by real work: technical writing, code, helpful support, and consistent domain focus.

  • role matching
  • portfolio links
  • explainable ranking
How it works

Trait → Search → Match

A simple agent loop that stays understandable at every step.

Step 01agent.flow
Extract traits

From comments, bios, posts, repos, and community messages, ANTDEL extracts structured traits with confidence scores.

  • role + domain
  • interests + niche topics
  • region + language
  • contribution signals
Step 02agent.flow
Targeted search

Traits become search operators across content sources and (optionally) on-chain datasets to retrieve candidates.

  • query synthesis
  • source routing
  • deduplication
  • candidate shortlist
Step 03agent.flow
Match + explain

Candidates are matched to your objective with explainable reasons, not black-box rankings.

  • criteria checklist
  • match score
  • why-this-match
  • export / webhook
Explainability by default

Every match includes a trait checklist and confidence-weighted evidence. You can tune policies without rewriting the system.

Policy templatesAudit logsExportsWebhooks
$ANTDEL

Utility designed around usage, quality, and incentives.

Token mechanics should serve product value: compute, curation, and ecosystem alignment.

Access & compute credits

Use $ANTDEL for agent runs, indexing, and higher-throughput matching.

Staking for quality

Staked operators can curate sources, templates, and scoring policies; poor performance can be penalized.

Incentives

Reward contributors who add high-signal templates, improve datasets, and reduce spam / sybil patterns.

Fee sinks

A portion of fees can be routed to treasury, burns, or ecosystem grants (governance-defined).

Want tokenomics next?

We can draft supply, distribution, vesting, sinks, and incentives aligned to your go-to-market.

Get the draft
Roadmap

Ship the assistant. Then decentralize the quality layer.

Start with a crisp product loop, then expand into operator networks and governance.

Q12026
MVP agent + dashboard

Trait extraction, query builder, explainable matching, exports.

Q22026
On-chain signals + webhooks

Wallet activity features, campaign orchestration, bot integrations.

Q32026
Policy marketplace

Community-built scoring policies, templates, and curated source packs.

Q42026
Decentralized operator network

Staked operators, audits, performance metrics, governance modules.

FAQ

Clear answers, minimal hype.

ANTDEL is an assistant layer — it’s valuable when it stays practical and auditable.

What is ANTDEL, exactly?

ANTDEL is an agentic matching layer for crypto communities. It extracts traits from public signals, runs targeted search, then matches candidates to objectives with explainable scoring.

Does it doxx users?

No. ANTDEL is designed to be privacy-aware. You can run purely off public content, and only add optional on-chain signals when needed.

What can I use it for?

Growth targeting, contributor discovery, whitelist selection, rewards, partnerships, and community operations.

How do you prevent sybil farming?

With optional heuristics and graph signals: behavioral clustering, contribution checks, and confidence-weighted scoring — without demanding personal identity.

Private betaAPI + DashboardPolicy templates

Bring an objective. ANTDEL will bring you a shortlist you can trust.

Use it for community growth, contributor discovery, whitelists, or rewards. You’ll get explainable matches and export-ready outputs.

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