Lookio vs Truleo

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-09-01
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At a glance

DimensionLookioTruleo
PricingFreemium; credit packs from $19/Launch to $979/Cosmic; subscription plans start at $29/mo (300 credits)Subscription-based (per user fees for advanced tiers); contact for quote
Target AudienceSales, marketing, support teams; developers building RAG workflowsLaw enforcement agencies (detectives, command staff, corrections)
Key FeaturesDocument query (PDF, CSV, etc.), API/MCP/CLI, embeddable widget, credit-based query modesJail call analysis, OSINT, BWC analysis, report writing, real-time BOLO alerts
Integrationsn8n, Make, Zapier, Claude Desktop, Cursor, Antigravity, OpenAI Codex, Mistral Le ChatRMS, CAD, jail call systems, BWC, OSINT tools, cell phone forensic tools, LPR, social media, camera systems
DeploymentCloud; pay-as-you-go credit modelCloud (FBI CJIS compliant)

Choose Truleo if you're in law enforcement and need to automatically surface intelligence from siloed data like jail calls, body cameras, and RMS. Choose Lookio if you're a business or developer wanting a cost-effective, easy-to-integrate RAG knowledge base for documents, with flexible credit-based pricing.

Lookio
Lookio

Build RAG assistants from company docs with API, MCP, or widget.

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Truleo
Truleo

AI co-investigator that connects your data silos and surfaces ranked solvability scores for every case

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Pricing
Freemium
Freemium
Plans
$0/mo
€19/mo or €190/yr
€79/mo or €790/yr
Custom
€6
€24
€52.50
€180
$0
$50/user/month
$200/user/month
$250/user/month
$100/month per connected application
Popularity
0 views
7.4k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
APICLIWebPlugin
Web
Categories
Document Q&A & Summarizing🗄️ Vector Databases & Retrieval
📊 Data & Analytics
Features
RAG question-answering from company documents
PDF, CSV, Markdown, text, webpage, sitemap ingestion
Automatic document cleaning and metadata extraction
Four query modes: Eco, Flash, Europe, Deep
API endpoint for programmatic queries
MCP server for agent integration (Claude, Cursor, Codex, etc.)
CLI tool (v1.2.2) for terminal-based queries
Embeddable website widget with configurable instructions
Smart metadata system to source answers
Credit purchase packs (Launch, Orbit, Lunar, Stellar, Galactic, Cosmic)
Subscription plans with monthly credits rollover up to 3 months
PATCH /edit-resource endpoint for resource updates
60% faster widget loading (April 2026)
Sitemap auto-sync engine (weekly resync)
Plain text resources up to 65,000 characters
Unified search across RMS, CAD, body-worn cameras, jail calls, and 140+ OSINT sources
Automated intelligence briefings with ranked solvability scores (e.g., 8.5/10)
Jail call monitoring that flags key statements and detects inconsistencies
OSINT research across 140+ databases simultaneously
Automated report writing (cuts case documentation from 40 to 7 minutes)
Real-time BOLO and wanted persons alerts pushed before and during shifts
Real-time monitoring of CAD, camera feeds, sensors, and alerts
Body-worn camera (BWC) analysis and redaction
Cell phone and license plate reader (LPR) analysis
Automated interviews
Command briefings, policy creation, budget planning, performance reviews
Automated data integration from every agency system (no API fees)
FBI CJIS and SOC 2 Type I compliant
One-day setup with no data migration required
60-day unlimited free trial without credit card
Integrations
n8n
Make
Zapier
Claude Desktop
Claude Code CLI
Cursor
Antigravity
OpenAI Codex
Mistral Le Chat
Evidence.com

What real users say: Lookio vs Truleo

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

Lookio

21 mentions across 2 sources · 43% positive — mixed

YouTube, Product Hunt

What users praise

  • Scored 37/40 on n8n Agentic Arena RAG Challenge.
  • Easy to start with simple steps, per Product Hunt users.
  • Pay-as-you-go credits with no mandatory subscription.
  • Multiple query modes balance cost (1 to 20 credits).

What frustrates them

  • Very limited community feedback — only Product Hunt launch.
  • No critical reviews or long-term usage data available.
  • YouTube traffic was entirely off-topic (reverse phone lookups).
  • Question about Airtable integration left unanswered.

Researched Jul 4, 2026

Truleo

8 mentions across 1 sources · 50% positive — mixed

YouTube

What users praise

  • Reduces case documentation time from 40 to 7 minutes.
  • Searches across 140+ databases for comprehensive lead generation.
  • One-day setup with no data migration required.
  • FBI CJIS and SOC 2 Type I compliant for security.

What frustrates them

  • AI judgment mistrusted by public; seen as error-prone.
  • Lacks human ability to think and have emotions.
  • No community proof of reliability or accuracy.
  • Potential for 'we investigated ourselves' bias.

Researched Aug 26, 2026

Who should pick which

  • Police detective
    Pick: Truleo

    Truleo automates lead generation from jail calls, body cameras, and RMS, reducing manual search time and producing intelligence briefings. Lookio lacks law enforcement-specific data sources.

  • Sales team responding to RFPs
    Pick: Lookio

    Lookio's document query capability and integration with n8n/Make/Zapier allow automating RFP responses. Truleo is not designed for business documents.

  • Command staff / police chief
    Pick: Truleo

    Truleo provides operational briefings, policy review, budget support, and performance reviews. Lookio does not offer command-level analytics.

  • Developer building a RAG chatbot
    Pick: Lookio

    Lookio's API, MCP server, and CLI (with recent detailed docs) make it easy to integrate into agent workflows. Truleo is not a developer platform.

Frequently Asked Questions

Lookio vs Truleo: which should you choose?

Choose Truleo if you're in law enforcement and need to automatically surface intelligence from siloed data like jail calls, body cameras, and RMS. Choose Lookio if you're a business or developer wanting a cost-effective, easy-to-integrate RAG knowledge base for documents, with flexible credit-based pricing.

Can Truleo be used for non-law enforcement purposes?

No, Truleo is designed specifically for law enforcement and relies on integrations like RMS, CAD, and jail call systems that are not relevant to other industries.

Does Lookio support querying images or audio?

Lookio primarily handles text documents (PDF, CSV, Markdown, webpages). It does not natively process images or audio beyond transcript text.

Which tool is better for real-time alerts?

Truleo offers real-time BOLO and wanted persons alerts. Lookio does not provide real-time alerting; it's a query-based knowledge base.

Can Lookio be integrated with law enforcement systems?

Lookio integrates with n8n, Make, Zapier, and various AI tools, but it does not have pre-built connectors for RMS, CAD, or jail call systems like Truleo.

What is the query cost difference between Eco and Deep modes in Lookio?

Eco mode costs 1 credit per query, Flash 3 credits, Europe 5 credits, and Deep 20 credits. Credits are purchased in packs or via subscription and never expire.

Does Truleo offer a free trial?

Truleo typically requires contacting sales for a demo. Lookio offers a freemium tier with limited credits to test the platform.

Which tool has better automation capabilities?

Lookio provides MCP server, API, CLI, and low-code integrations (n8n, Make, Zapier) for workflow automation. Truleo focuses on automated lead generation and report writing within law enforcement workflows.

What are the latest updates for Lookio?

Recent updates (as of May 2026) include a PATCH /edit-resource endpoint, 60% faster widget loading, smoother widget animation, and detailed MCP documentation supporting multiple AI agents.

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Last reviewed: July 2, 2026