Start with your file.
Import a CSV and confirm the mapping. Flag format issues and duplicate candidates without deleting records.
BROWSER · NO SIGNUPINTELLIGENCE FOR YOUR B2B DATA
Clearer data.
Better decisions.
Turn a messy CSV into a workflow you can review, enrich and resume. Keep control of your data, with Germán by your side.
The web review runs locally, without an account. The desktop app is available for evaluation under AL-1.0.
✓File stays in your browser✓Explicit permissions✓Optional AI
WORKSPACE
LOCAL REVIEWCompany list.csv
Sample records4
Format or missing email2
CSV data uploaded0 B
| Company | Quality signal | |
|---|---|---|
| N Northline Studio | hello@northline.example | Syntax only |
| O Orbit Works | sales@orbit | Review format |
| M Mono Supply | — | No email |
| N Northline Studio | hello@northline.example | Possible duplicate |
Germán Optional adviser
Review format and missing data before checking mailboxes. A duplicate deserves a review, not automatic deletion.
This mockup does not represent an SMTP checkTry the actual review →
Local browser reviewDesktop and CLIEncrypted app checkpointsBy AliceLabs LLC
01 / FROM FILE TO INSIGHT
A process you can understand.
Every step has a clear purpose. Start with your file and enable external checks when you need them.
Check with purpose.
In the app, choose sources and authorize web, DNS or SMTP. Review provenance and conflicts in observed values.
DESKTOP · EXPLICIT NETWORKResume and decide.
Save progress in encrypted checkpoints, pick up pending records and export a review for your team.
DESKTOP · CHECKPOINTS02 / TRY YOUR OWN FILE
Your first review, right here.
Check email format, missing data, domain differences and possible duplicates. This tool does not query DNS or verify mailbox existence.
Drop your CSV or choose a file
UTF-8 · commas, semicolons or tabs · up to 2 MiB and 10,000 rows
| Company | Quality signal | Possible duplicate |
|---|
Showing up to 20 rows; export includes every row. Duplicate candidates use company name and city. Syntax does not confirm delivery.
03 / CONTROL AT EVERY STEP
Your data deserves more than a score.
Work with signals you can explain: where a value came from, what was checked and what still needs a human decision.
Read security practices and limits ↗Sources you can review.
The app records field provenance and conflicting observations. Traceability supports review; it does not certify company identity.
Protected progress.
Checkpoint records are encrypted. Keep the separate key safe and protect your device: exported CSV files remain ordinary files.
Germán, when you need him.
The optional Ollama adviser receives metrics and your question. App actions follow explicit controls, with local AI or your own server.
04 / AGENT-FIRST
Built for people. Readable by agents.
A clear workspace for your team and documented commands for your workflows. Agents can review files and request explicitly scoped operations.
The self-hosted gateway only provides authenticated advisory chat. Job execution lives in the local CLI; no remote enrichment API is advertised.
# Review without network access
python prospect_cli.py review empresas.csv
# Check recipients without sending messages
python prospect_cli.py run empresas.csv \
--output revisadas.csv --mode smtp \
--allow-network
# Resume with the same input and configuration
python prospect_cli.py run empresas.csv \
--output revisadas.csv --mode smtp \
--allow-network --resumeVisible permissions. Documented operations.
05 / CHOOSE WITH CONTEXT
A different fit for your workflow.
Each platform has different strengths. Choose for your data needs, operations and control requirements.
| Product | Documented focus | When to consider it |
|---|---|---|
| TechDigital Prospect | Local review, enrichment and resumable jobs. | Prepare and review your own files, with optional AI. |
| Hunter ↗ | Public-web email discovery, verification and outreach workflows. | Connected email discovery and verification. |
| Apollo ↗ | B2B data, enrichment and sales operations. | Combine a contact database, workflows and sales tools. |
| Clay ↗ | Data-provider orchestration and waterfalls. | Connect multiple providers and automate enrichment. |
| Smartlead ↗ | Prospecting, campaigns and unified inbox. | Manage outreach and replies across accounts. |
Official references reviewed October 20, 2026. This is not a benchmark of accuracy, coverage, savings or deliverability. Trademarks belong to their owners.
06 / START AT YOUR OWN PACE
A clear evaluation. A tailored next step.
Explore local review and evaluate the app. For commercial use or a team deployment, talk to AliceLabs LLC.
Explore the product
$0 non-commercial evaluation
Review a CSV online and evaluate the desktop source under AL-1.0.
- Local web review, no account
- Python source code
- Documentation and CLI
- AI model installed separately
No commercial license or managed service included.
Commercial use
Custom written license and scope
A proposal for using Prospect in your commercial operations.
- Agreed commercial license
- Defined support and scope
- Deploy to your infrastructure
- Defined data-processing roles
The proposal sets price, term and conditions.
Your AI deployment
Custom hardware and service separately
Plan Ollama and the gateway on your own computer or server.
- Configurable downloadable model
- Authenticated gateway
- HTTPS with your domain
- Validation in your environment
Requires resources and access to your chosen server.
Source downloads permit non-commercial evaluation under AL-1.0. Downloadable AI models have separate licenses; hardware, hosting and deployment are scoped separately. AL-1.0 ↗
Is my CSV uploaded to a server?
This page processes the file in browser memory and lets you download the review. The desktop app queries web sources, DNS and SMTP when you choose those functions. See Privacy for each data flow.
Does valid syntax mean a verified email?
No. Syntax is a format check. The app can query MX and SMTP, but SMTP acceptance does not guarantee delivery. unknown and catch_all are inconclusive for an individual mailbox.
Is AI required?
No. Review, verification and job tools work without a model. Germán chat requires Ollama and downloaded weights, or a gateway configured on your own server.
Does it work on my phone?
The landing and local reviewer adapt to mobile screens and support CSV selection and export. The Python app is a desktop application; no native Android or iOS app is included.
Can I use the source free in my business?
The standard download permits non-commercial evaluation under AL-1.0. Commercial use requires written authorization from AliceLabs LLC. AI model licensing is separate from Prospect licensing.
What does agent-first mean here?
A documented CLI, llms.txt and a capability manifest support integration. Agents can use local tools with explicit permissions. The remote gateway provides advisory chat, not campaign execution or remote enrichment.
BY ALICELABS LLC
Fewer questions in your next CSV.
Start with a local review. Choose your next step with clearer signals.