Plotbook vs Finny

Finny sends the message. Plotbook stops at the research

Finny is the best-funded product in this category and it does more than we do: it scores how well a prospect matches your existing clients, watches intent signals for people actively looking for financial guidance, and then runs email, LinkedIn, and voicemail outreach on your behalf. Plotbook does none of the outreach and none of the scoring. It shows you a territory, tells you who owns the property in it, and hands you the evidence. Whether that is a smaller product or a more appropriate one depends on your compliance posture and where your prospects come from.

Finny details from public sources, checked August 2026. Finny figures below are theirs or from industry reporting: a proprietary conversion score, a reported 1.8B+ intent signals, automated email, LinkedIn, and voicemail outreach, and a $17M Series A led by Venrock in January 2026. They do not publish pricing. Check the official Finny product page. Plotbook is the vendor here, so read this as our argument and check it against theirs.

plotbook.io

The short answer

A campaign engine, or a research desk

Finny is an end-to-end prospecting engine: identify, score, contact, book. Plotbook is a research tool that ends before contact, on purpose. If you want volume and are comfortable with automated outreach going out under your name, Finny is doing considerably more work for you. If your compliance function would rather you approached prospects through your own channels, or if you are working a market where your existing client base tells you nothing useful, the automation is not the part you need.

Plotbook

Pick Plotbook if research is the constraint

  • You want to know who owns a specific property, which is not a question a predictive model answers.
  • You prospect a geography rather than a national population filtered down.
  • Your compliance process prefers you initiate contact through your own channels rather than an automated sequence.
  • You are entering a new market, or building a new practice, so your existing client base is a poor template.
  • You want to see the sources behind an answer rather than receive a score.
Finny

Pick Finny if outreach is the constraint

  • You have prospects but no consistent process for contacting them.
  • You want multi-channel sequences run automatically rather than by hand.
  • Predictive scoring against your existing client base is a signal you trust and want to act on.
  • Intent data on people actively seeking financial guidance is worth paying for in your market.
  • You want one platform covering identify through to meeting booked.

Neutral ground

What each product actually is

Both sell to independent advisors and almost nothing else about them lines up. Here is each on its own terms.

Plotbook

A map of US property colored by assessed value, with an AI agent that identifies the owner behind a deed and estimates their wealth in ranges.

Entry point
A place on a map
Core signal
Assessed property value and the deed
Scoring
None. No fit or conversion score.
Outreach
None. The product ends at research.
Cold start
Needs nothing but a geography
Pricing
$79 to $499 per month, published, self-serve

Finny

An AI prospecting engine for advisors that scores advisor-prospect fit, tracks life events and intent signals, and automates multi-channel outreach.

Entry point
A filter set, or your existing clients
Core signal
Predictive fit scoring plus intent and life-event data
Scoring
A proprietary score per advisor-prospect pair
Outreach
Automated email, LinkedIn, and voicemail, with compliance review
Cold start
Existing client data improves the modeling
Pricing
Not published

Side by side

Capability by capability, including where we lose

Phrases rather than checkmarks. Rows favouring Finny are set in darker type on their side, and the outreach rows are the ones most likely to decide this.

Plotbook compared with Finny, capability by capability.
Automated outreachPlotbookNone, by design. Plotbook never contacts anyone for you.FinnyEmail, LinkedIn, and voicemail sequences, run for you
Predictive fit scoringPlotbookNone. No conversion or propensity model of any kind.FinnyA proprietary score for each advisor-prospect pair
Intent signalsPlotbookNoneFinnyReported at 1.8B+ signals identifying people actively seeking financial guidance
Geographic discoveryPlotbookBrowse any US market on a parcel map colored across six value bandsFinnyList and filter based; no map interface
Starting from an addressPlotbookA first-class entry point, with reverse lookup or full research depending on the deedFinnyNot an offered workflow
Identifying the person behind an LLC or trust deedPlotbookEntity classification, then registry, county record, and open-web researchFinnyNot an offered workflow
Working without existing client dataPlotbookNeeds nothing. A new practice and a twenty year practice see the same map.FinnyModeling an ideal prospect profile draws on your existing clients
Life event and money-in-motion trackingPlotbookNone. Nothing is monitored after a run.FinnyTracked, including home purchases, job changes, retirement
Compliance surfacePlotbookResearch only. Nothing goes out under your name, so there is no outreach to supervise.FinnyAutomated outreach with a compliance review step
Showing its workPlotbookA live timeline of every search and source, kept on the profileFinnyA score; the model is proprietary
Published pricingPlotbook$79, $199, or $499 per month, on the siteFinnyNot published

Finny figures are theirs or from industry reporting as of August 2026. They do not publish pricing, so this table says so rather than estimating. The compliance row is marked as favouring neither because which posture is correct genuinely depends on your firm.

The Plotbook parcel map showing a residential market with parcels shaded by assessed value.

The cold start

A model of your ideal client is useless when you are starting out

Predictive matching works by learning what your good clients look like and finding more of them. When you have a mature book in a market you have served for years, that is a strong method and it is exactly what you want.

It is much weaker in three common situations. A new practice has no book to learn from. An advisor moving into a new geography has a book that describes the old one. And a firm deliberately trying to move upmarket is asking the model to find more of the clients it is trying to stop taking. In each case the template is either missing or actively wrong.

Plotbook has no template. It reads the county record, which is the same for everyone: nationwide parcel data from Regrid covering 150M+ parcels, painted across six assessed-value bands, with deed owner names printed on parcels once you pass zoom 16. An advisor on day one sees the same map as one on year twenty. Reading it costs no credits on any plan, including the trial, so exploring a new market before you commit to it is free.

  • Six assessed-value bands from under $500K to over $10M, usable as filters
  • Deed owner names read straight off the parcel tiles
  • 232 hand-curated high-net-worth ZIP codes as a heatmap for orientation
  • No onboarding data, no client upload, and no model training required
A Plotbook research run showing source links and public records gathered on the live timeline.

Stopping before contact

We do not send anything under your name

Plotbook has no outreach features at all. No email sequences, no LinkedIn automation, no voicemail drops, no templates. That is a deliberate boundary rather than a roadmap gap, and it cuts both ways, so it is worth being clear about both.

The cost is real: Finny is doing work for you that you will otherwise do yourself or not do at all, and for advisors whose actual bottleneck is consistent follow-up, that is the more valuable half of the problem. If nobody at your firm is going to run the sequence by hand, a research tool will not fix your pipeline.

The benefit is that there is no automated communication to supervise, archive, or defend. Some RIA compliance functions are uneasy about AI-generated outreach going out at volume under an advisor's name, and a tool that only produces research does not raise the question. What Plotbook gives you instead is the evidence: a named owner, contact details retrieved from licensed providers, four wealth ranges with a confidence score, and the full timeline of which registries, county records, and databases were queried to reach that name. You approach through your own channels, with the reasoning in front of you.

The other side

What Finny does better than us

Finny is doing more of the job than we are. If your constraint is anywhere downstream of finding a name, most of this list applies to you.

It closes the loop

Identify, score, contact, book. Plotbook stops after identify, which means everything downstream is still your problem. For an advisor who is not going to build an outreach process themselves, that is the difference between a pipeline and a list.

Intent data

Signals identifying people actively looking for financial guidance are close to the strongest prospecting input available, because timing beats targeting. Plotbook has nothing comparable and no plan to.

Predictive fit scoring

A score per advisor-prospect pair, learned from conversions. Plotbook's wealth ranges describe a person's likely finances, not their likelihood of becoming your client. Those are different claims and we only make the weaker one.

Life event tracking

Home purchases, job changes, retirement, inheritance. Plotbook monitors nothing after a research run finishes.

Compliance review built into outreach

If you are going to automate outreach, having review in the product is better than bolting it on. We avoid the problem rather than solving it, which is not the same as solving it.

Momentum and validation

A $17M Series A led by Venrock in January 2026 and strong industry recognition mean a well-resourced roadmap and a company that will still be here. We are considerably smaller, and that is a legitimate thing to weigh.

If your pipeline problem is that nobody is following up, buy Finny. Plotbook helps at exactly one point in that pipeline: knowing who is worth contacting in a market you have chosen geographically, including when the deed is held by an entity and there is no name to score.

Running both

Research here, outreach there

There is no integration between them and we are not going to imply one. What there is, is a clean division of labour: Plotbook produces qualified names from a geography, and whatever outreach system you run, Finny or otherwise, does the contacting.

The practical seam is CSV export, which carries the identified owner, their contact details, the linked parcel, the four wealth ranges, the confidence score, and the research summary explaining how the identification was made. That is enough for an outreach tool to work from and enough for a compliance reviewer to check.

One constraint to plan around: CSV export is a Professional and Enterprise feature. On the $79 Starter plan you can research and keep profiles but not export them, so a Starter seat is a research tool rather than a source of lists.

  • Prospect the geography in Plotbook, run the sequences wherever you already run them
  • Export with parcel, contacts, wealth ranges, confidence score, and research summary attached
  • Use Plotbook when a deed is entity-held and there is no person to score yet
  • CSV export requires Professional ($199/month) or Enterprise ($499/month)

What it costs

Published, which is half the point

Finny does not publish pricing, so a like-for-like number is not available. What we can do is show ours completely, including what each action costs once you are inside.

Browsing the map and filtering by value band

Panning, zooming, the six value-band filters, and the deed owner names printed on parcels. Free on every plan, including the trial.

included
Opening a parcel Plotbook has not seen before

First lookup of a given parcel. Cached afterwards, so returning is free.

1 credits
Instant owner lookup on a residential address

Reverse address lookup against residential records, for deeds held in a person's name.

15 credits
Full research run on an entity-held deed

Classification, registry and county records, contact databases, disambiguation. Charged only if it succeeds.

25 credits
Keeping the result as a profile

Enrichment and permanent storage in your prospect book, with the research trail attached.

10 credits
Exporting to CSV

Professional and Enterprise only. Starter cannot export.

5 credits

Starter is $79 per month for 750 credits, Professional $199 for 2,500, Enterprise $499 for 8,000, with roughly 20% off billed annually. New subscribers get 7 days and 100 credits, which is enough to work a neighborhood properly before deciding. The trial takes a card and converts on day 8, and we email you before it does.

See full pricing

Questions

Plotbook and Finny, asked directly

Choose the market before the model

Open a neighborhood you want to own and see who is in it. If your problem turns out to be outreach rather than knowing who to reach, buy the outreach engine instead.

New subscribers start with 7 days and 100 credits. We email you before the trial ends.