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Digraph.dev VS Lead Surf

Compare Digraph.dev VS Lead Surf and see what are their differences

Digraph.dev

AI marketing platform for brands.

No screenshot yet
Rating
0 reviews
Pricing
Freemium Free trial $99 / Monthly
Alternatives Is it good?
Lead Surf

Spot warm LinkedIn leads the moment they show intent.

Rating
0 reviews
Pricing
Paid Free trial $29 / Monthly (Introductory price for starter pack.)
Alternatives Is it good?
mbuzz.co
Multi-touch attribution that shows the model behind the number. 8 models compared side-by-side, a SQL-like DSL to write your own, and open-source SDKs for Ruby, Node, Python, and PHP. Runs server-side. Your data, not theirs. sponsored

Which is more popular?

Marketing popularity
50% vs 50%
alternatives listed
1 vs 8

Base details

Website, pricing, platforms and company facts side by side.

Digraph.dev
Lead Surf
Website digraph.dev getleadsurf.com
Pricing
Freemium Free trial $99 / Monthly Official pricing
Paid Free trial $29 / Monthly (Introductory price for starter pack.) Official pricing
Platforms —
Google Chrome Brave Edge
Company Startup from the United States · 1 - 9 employees Startup from Canada · 1 - 9 employees · 2026
Listed in
SaaS Market Research Marketing Platform Marketing +1
Marketing AI Marketing Marketing Automation Marketing Platform Social Media Marketing LinkedIn Tools LinkedIn Linkedin Automation LinkedIn Outreach Social Media Monitoring Social Media Listening Productivity +9

About Digraph.dev and Lead Surf

In their own words, as submitted to SaaSHub.

Digraph.dev
Lead Surf

Digraph is an AI marketing platform for brands. It brings together AI research, market intelligence, website and campaign analysis, specialist AI workflows, and marketer-led guidance to help teams understand what shapes buyer decisions and what to do next. Teams can measure how AI systems...

Read more about Digraph.dev

Lead Surf is a Chrome extension for LinkedIn lead generation that watches LinkedIn for buying signals, posts where someone is asking for a tool, griping about a competitor, or hiring for a problem you solve. It reads each prospect's profile, ranks who's worth your time, and drafts the reply,...

Read more about Lead Surf

Features and specs

What each product offers, as listed by its team.

Digraph.dev 5 features
Lead Surf 8 features
  • Developer-focused positioning
    The .dev domain and branding suggest a tool built for developers and technical teams, so its workflows are likely to fit engineering needs better than a generic product. I could not browse the site, so this is inferred from its positioning rather than confirmed.
  • Graph-based approach
    The name 'Digraph' (directed graph) suggests it models information as connected nodes and relationships. That kind of structure can make dependencies, ideas, or decisions easier to see than flat lists or documents. Confirm how the product actually uses this.
  • Modern, minimal presentation
    Newer developer tools tend to have lean interfaces and a focused feature set, which can mean a short learning curve and less clutter. I could not verify this for Digraph, so check it with a trial.
  • Potential for better organization and clarity
    If the tool works as the name suggests, visualizing relationships between items can improve shared understanding across a team. The benefit depends on how well the product is executed.
  • Early-stage responsiveness
    Smaller or newer products often respond quickly to user feedback and let users influence the roadmap. This is a general tendency and has not been verified for Digraph.
  • Buying-signal detection
    Scans LinkedIn for posts that show intent: people asking for a tool, venting about a competitor, or hiring for a problem you solve.
  • Profile-based lead scoring
    Reads each poster's profile and ranks who is actually worth your time, so you skip the noise.
  • Location-based filtering
    Filter and prioritize leads by where the prospect is based, so you focus on the regions and markets you actually sell to.
  • AI-drafted outreach
    Writes the comment, connection note, or DM for each lead. You review and click send.
  • Runs in your own session
    Works inside your normal LinkedIn login as a Chrome extension. It never posts or sends on its own.
  • Keyword and ICP targeting
    Track the keywords, topics, and customer signals that match your ideal buyer.
  • Ranked lead feed
    A daily feed of fresh leads every 2 hours or less, each with a profile summary and the post that triggered it.
  • Saved leads
    │ Keep and revisit the prospects worth following up with.

Analysis

An editorial look at what each product does well and who it suits.

Digraph.dev
Lead Surf

No analysis of Digraph.dev yet.

Overall verdict

  • I don't have verified, up-to-date information about Lead Surf (getleadsurf.com) to make a confident quality assessment. Since I can't access real-time data, reviews, or verified user feedback about this specific tool, I'd recommend checking recent user reviews, G2/Capterra ratings, and testing any free trial before committing.

Why this product is good

  • Unable to verify current features, pricing, or performance claims without access to live data
  • No confirmed user reviews or third-party ratings available in my knowledge base
  • Lead generation tools vary widely in data accuracy and deliverability, which requires direct testing
  • Company legitimacy and customer support quality should be verified through recent reviews rather than assumed

Recommended for

  • Users who should independently verify claims via trusted review platforms like G2, Trustpilot, or Capterra
  • Businesses willing to test a free trial or demo before purchasing
  • Buyers who want to compare Lead Surf against established alternatives like Apollo.io, ZoomInfo, or Hunter.io
  • Anyone seeking lead generation tools who prioritizes checking recent user feedback and data accuracy guarantees

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
Digraph.dev
Lead Surf
50% 50%
Marketing
50% 50%
50% 50%
Marketing Platform
50% 50%
0% 0%
Social Media Marketing
100% 100%
100% 100%
SaaS
0% 0%

Questions & Answers

As answered by people managing Digraph.dev and Lead Surf.

What makes your product unique?

Lead Surf's answer:

What makes Lead Surf unique? Lead Surf works from buying signals, not cold lists. It watches LinkedIn for posts where someone shows intent, then helps you reply first:

  • Detects posts asking for a tool, venting about a competitor, or hiring for a problem you solve
  • Ranks each prospect after reading their profile, so you skip the noise
  • Drafts your reply, connection note, or DM in your voice

Most LinkedIn tools compete on automated volume. Lead Surf finds the few people worth reaching today, and it never posts for you. Every message is a draft you read and send yourself, so your account stays in your hands.

Why should a person choose your product over its competitors?

Lead Surf's answer:

Tools like Dripify and Expandi compete on automation: more connection requests, more sequences, more messages sent on autopilot. That is also what gets LinkedIn accounts restricted.

Lead Surf takes the opposite approach:

  • Runs inside your own browser session, not a cloud bot
  • Surfaces warm leads based on real intent
  • Drafts the outreach, but leaves the send button to you

You get better-targeted conversations without handing a bot the keys to your account. Warm beats cold, and staying in control beats automation.

How would you describe the primary audience of your product?

Lead Surf's answer:

Lead Surf is built for people who sell on LinkedIn and care about their reputation there:

  • SDRs and account executives running outbound
  • Founders doing their own prospecting
  • Small agencies and solo consultants

It fits anyone whose buyers post on LinkedIn and who would rather start a few relevant conversations a day than blast hundreds of cold messages.

What's the story behind your product?

Lead Surf's answer:

Lead Surf started from a simple observation: your next customer is often posting on LinkedIn right now, asking for exactly what you sell, and by the time anyone replies the moment has passed.

The popular fix was automation, which trades your account's safety for volume and usually reads as spam. We wanted the opposite: a tool that helps you notice the right post and reply first, in your own voice, without putting your account at risk. That is what Lead Surf does.

Which are the primary technologies used for building your product?

Lead Surf's answer:

  • Extension: React, TypeScript, Vite, and Tailwind (Manifest V3, CRXJS)
  • Backend: Python and FastAPI
  • Database: PostgreSQL via Supabase
  • AI: Anthropic's Claude models for post analysis and message drafting
  • Auth and billing: Clerk and Stripe

Who are some of the biggest customers of your product?

Lead Surf's answer:

  • Independent founders running their own LinkedIn outbound
  • Sales reps and SDRs at early-stage startups
  • Solo consultants and small agencies

User comments

Share your experience with using Digraph.dev and Lead Surf. For example, how are they different and which one is better?

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Alternatives to Digraph.dev and Lead Surf

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