agent · web scraping

Chat4Data

chat4data.aievidence retrieved Aug 2, 2026view as JSON all web scraping entries 8 alternatives

Reviewed12 or more fields evidenced, and scored by a human against the published rubric

14 fields evidenced · 41 with no public information. Every value below links to the document it came from and the date we checked it.

11 of those are quoted but not yet interpreted: we hold the source sentence and the date we read it, but nobody has written the answer to the question yet. Those rows show the quote and say so rather than repeating it back as an answer. Why these exist

1 of those is flagged for review: our own check found language in the cited source that may address the field. An editor has not adjudicated it yet.

Also appears in

AI agents that state a human-in-the-loop control

Trust gap

How this is scored

Runtime governance

1/3

Are scope, spend, and authority enforced while the agent runs?

A human checkpoint is published: for logins, CAPTCHAs and verifications the agent pauses and hands control back to the user rather than proceeding. That is a handoff at specific obstacles, not an enforced scope, spend or authority limit.

Counts Human oversight and Runtime governance, each cited below.

How this gap gets closed →

Audit trail

0/3

Is there a tamper-evident record of what it actually did?

No public evidence found. No logging, record or reviewability claim appears on the page checked; the dispute_process and incident_reporting fields were rejected in this audit as troubleshooting and bug-report text.

How this gap gets closed →

Compliance

0/3

Are compliance obligations attached per engagement?

No public evidence found. No certification, framework mapping, auditor or report appears on the page checked.

How this gap gets closed →

Outcome settlement

0/3

Does payment depend on a verified result?

Paid regardless of result. Billing is $1 per hundred credits with no published link between payment and a verified outcome.

Counts Pricing model, each cited below.

How this gap gets closed →

Insurance & indemnity

0/3

Can the deployment be insured, and is the customer indemnified?

No public evidence found. No cover, carrier, limit or customer indemnity appears on the page checked.

How this gap gets closed →

Assurance

Insurance available: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Insurance carriers: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Coverage limits: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Indemnification: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Liability cap: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Audit trail: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Tamper-evident log: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Explainability: not yet interpreted
“Chat4Data uses a smart 4-step confirmation process (target area → fields → data volume → final check) to ensure you get exactly what you want.”
chat4data.ai · checked Aug 2, 2026
Runtime governance: Agent pauses and hands control back to the user for logins, CAPTCHAs and verifications rather than proceeding autonomously.
“For logins, CAPTCHAs, or verifications, Chat4Data pauses and taps you in”
chat4data.ai · checked Aug 2, 2026
Permission scopes: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Compliance certifications: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Regulatory alignment: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Outcome-based pricing: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Settlement mechanism: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Dispute process: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
SLA terms: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Evaluation coverage: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this

Agency

Autonomy level: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Human oversight: not yet interpreted
“Human-in-the-loop by design You unlock, Chat4Data collects For logins, CAPTCHAs, or verifications, Chat4Data pauses and taps you in—then picks up right where you left off.”
chat4data.ai · checked Aug 2, 2026
Goal complexity: not yet interpreted
“A single prompt is all you need Describe your data in plain English. Chat4Data explores the page, extracts the fields you need, works through pagination and clicks, and hands you ready-to-use Excel, CSV, or JSON.”
chat4data.ai · checked Aug 2, 2026
Action space: not yet interpreted
“Chat4Data is an AI web scraper that navigates websites and extracts structured data through simple chat prompts.”
chat4data.ai · checked Aug 2, 2026
Operating environment: not yet interpreted
“Chat4Data is an AI-powered Chrome extension designed to be your ultimate data collection assistant.”
chat4data.ai · checked Aug 2, 2026
Initiative: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this

Safety

Safety evaluations: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Red teaming: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Safety policy: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Usage restrictions: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Model or system card: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Incident reporting: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Third-party evaluations: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Data handling: not yet interpreted
“We never see it, never store it, never touch it.”
chat4data.ai · checked Aug 2, 2026

Practicality

Pricing model: $1 per hundred credits
“it's $1 per hundred credits”
chat4data.ai · checked Aug 2, 2026
Price point: $1 per hundred credits
“it's $1 per hundred credits”
chat4data.ai · checked Aug 2, 2026
Availability: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Deployment options: not yet interpreted
“Chat4Data is an AI-powered Chrome extension”
chat4data.ai · checked Aug 2, 2026
Integrations: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Supported regions: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Support model: not yet interpreted
“our support team responds within a working day and will get you back on track quickly.”
chat4data.ai · checked Aug 2, 2026

Foundation models

Base models: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Model provider: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Model swappable: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Open weights: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Fine-tuning: no public information
Flagged for review — the source below contains language that may address this field. Not yet checked by an editor. How we check absences
chat4data.ai · checked Aug 2, 2026
Context window: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this

Ecosystem

Protocols supported: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Tool use: not yet interpreted
“Chat4Data explores the page, extracts the fields you need, works through pagination and clicks”
chat4data.ai · checked Aug 2, 2026
Multi-agent: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
API access: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Open source: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Marketplace presence: not yet interpreted
“Download and install the Chat4Data extension from the Chrome Web Store.”
chat4data.ai · checked Aug 2, 2026

Impact

User base: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Deployment scale: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Target sectors: not yet interpreted
“Chat4Data works with most HTML websites, including e-commerce platforms, news sites, real estate listings, job boards, directories, and educational portals.”
chat4data.ai · checked Aug 2, 2026
High-risk domains: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this
Documented incidents: no public information
chat4data.ai · checked Aug 2, 2026 · source did not state this

Compared with

Side-by-side on the fields where Chat4Data and the other entry are both on record and actually differ.