Happenstance

The best relationship mapping tools in 2026

Seven tools that map who knows whom, sorted by whose network each one reads.

By Jerry Feng, Growth at Happenstance. Updated August 28, 2026.

The short version

The best relationship mapping tool for the question most people mean by it, who do we already know around this person or company and how well, is Happenstance: free, seven connected sources, 500,000+ users, with Village and The Swarm as the paid team alternatives. If you mean the other thing the phrase is sold for, mapping the buying committee inside one Salesforce account, the products are DemandFarm, Prolifiq and Altify. Diagramming canvases such as Lucidchart and Miro get sold for the same job and draw pictures rather than read a network. Four of the seven tools below publish no price at all.

Quick picks

  • Best for mapping who you and your team already know: Happenstance, free, from seven connected accounts
  • Best for paths past the edge of your own network: Village, which infers ties from shared employers and schools
  • Best for relationship data you want to build on: The Swarm, priced per company rather than per seat
  • Best for a law, accounting or consulting firm: Introhive, which captures firm-wide activity into the CRM
  • Best Salesforce-native buying committee map: Prolifiq, whose entire product lives in Salesforce Lightning
  • Best for enterprise key account planning: DemandFarm, sold by company size rather than by feature tier
  • Best if you only need to present a map: Lucidchart or Miro, and no relationship tool at all

A drawn map goes stale the week you draw it

Three kinds of product are sold under the phrase. Two are software categories, below. The third is diagramming: Lucidchart, Miro and their templates, plus a long tail of pages about character relationship maps for novels and games. Those products give you shapes and lines on a canvas. They hold no relationship data, so they can't tell you which of your colleagues has the strongest tie to a name on the chart, and the map is stale the week after you draw it because nothing feeds it. If your job is to present a map in a QBR deck, use them. If your job is to find a way into an account, you need one of the tools below.

What to look for

Where the ties come from. This is the one criterion that decides everything downstream. A map built from communications data (email headers, calendar entries, connections) records ties that exist, because the interaction is the evidence. A map built from CRM records is only as good as what your reps typed. A map built by inference, from two people having overlapped at an employer or a school, proposes ties that may never have been relationships. All three are sold as relationship mapping.

Whether it maps outward or inward. Outward tools map the ties between your side and a target. Inward tools map the hierarchy and influence inside one account you're already working. Both are useful; buying one when you needed the other is the expensive mistake.

Whether an individual can use it. Introhive, DemandFarm, Prolifiq and Altify are firm purchases with implementations. The Swarm prices per company and a solo user gets little. Village and Happenstance work for one person on day one.

Whether it needs a CRM. Three of the seven only run inside Salesforce. If your relationships live in your inbox rather than in Salesforce, that is a hard stop rather than a preference. And the useful answer to "how am I connected to this person?" is a path through named people ranked by how well each link knows the next, rather than a picture of a network.

Side by side

Relationship mapping tools compared by data source, free plan, published price and whether they draw an org chart
Best forHow it fills itselfFree plan and limitPaid starts atDraws the org chart
HappenstanceMapping who you and your team knowSeven connected accounts, read automaticallyYes, the whole product with usage limits$30/mo, $24/mo billed yearlyNo
VillagePaths beyond anyone's own networkTeam's synced accounts plus an inferred public graphYes, 100 credits/mo, 10 results per AI search$79/mo Pro billed monthly, $49/mo billed annuallyNo
The SwarmRevOps teams and developersUp to 50 connectors plus a 500M-profile datasetYes, 10 connectors, no API access$99 per company per monthNo
IntrohiveLaw, accounting and consulting firmsFirm-wide email and calendar, pushed into the CRMNot publishedNot publishedNo
DemandFarmEnterprise key account teamsCRM records, mapped into account plansNone offeredNot publishedYes
ProlifiqRevenue teams that live in SalesforceSalesforce contacts, scored for power and influenceNone; an email-gated six-month promo insteadNot publishedYes
AltifyEnterprise sales orgs on SalesforceSalesforce records plus its own methodologyNone publishedNot publishedYes

Seven tools, in order of whose network they read

Happenstance

Best for
One person or one team that wants the map of who they already know, without a CRM, an implementation or a sales call.
What it does best
It builds the map from evidence rather than entry. Connect Gmail, Outlook, Google Calendar, Google Contacts, LinkedIn, Twitter and Instagram, and every person is deduplicated into one profile with a strength score learned from how often and how recently you interact. Ask in plain English, get a path through named people rather than a diagram. Friends and groups pool networks at no cost. Public API, MCP server and Claude integrations.
Pair it with
Prolifiq or DemandFarm, if you also need the buying committee drawn on a Salesforce record. Happenstance is the search layer beside them.
Price
Free, the whole product with usage limits on chat and on web searches beyond your network. Pro $30 per month, $24 per month billed yearlyChecked August 2026
Choose it if
your question is "who do we know at this company, and how well", you want it answered from interactions that happened, and you'd rather not book a demo to find out the price. 500,000+ people use it.

Village

Best for
Teams whose targets sit outside anyone's own network and who want candidate paths proposed anyway.
What it does best
Coverage. On top of the team's synced accounts it layers a pre-built graph of 775M+ profiles and 4.77B relationships, inferring ties from shared employers, schools and investors, then wraps workflow around the result: autopilots, intro sequences, lead screening, a browser extension and an MCP connector. It names its scoring model Person Rank.
Where it falls short
Confidence, and the metering. Inferred ties are candidates: two people who overlapped at a 200-person company years ago may never have spoken, so each path needs checking. Credits meter AI and data actions on every plan including free, where AI search returns 10 results. Team pooling sits on the $149 Business plan at $19 per collaborator.
Price
Free (100 credits/mo); Pro $79/mo billed monthly, $49/mo billed annually; Business $149/mo billed monthly, $119 annually, plus $19 per collaborator per monthChecked August 2026
Consider it only if
your pipeline depends on accounts nobody on your team has touched, and verifying a machine-proposed path is cheaper for you than sending a cold email.

The Swarm

Best for
RevOps teams and developers who want the relationship graph as data they can pipe somewhere else.
What it does best
Its shape as a data product. Pooled team networks through connectors, plus a dataset of 500M profiles with daily job-change tracking and 50M companies with fundraising data, exposed through a documented API and one of the more mature MCP servers in the category. Premium is priced per company rather than per seat. It acquired Commsor in July 2026.
Where it falls short
The answer layer. The Swarm calls itself the relationship data company and means it: plain-language questions mostly get asked in Claude or ChatGPT through its MCP rather than in the product. Free is 10 connectors with no API, and map quality depends on how many teammates import their networks.
Price
Free (10 connectors, no API); Premium $99 per company per month; Enterprise customChecked August 2026
Consider it only if
you are building on relationship data in Clay, HubSpot or your own code, and you want the raw graph more than a ranked answer.

Introhive

Best for
Large professional services firms that need to know which partner already serves which client, firm-wide.
What it does best
Scale inside one firm. It auto-captures every fee earner's email and calendar activity, cleans and enriches the records, and pushes the resulting graph into the firm's CRM so nobody has to log anything. It calls itself the number one relationship intelligence platform and names Freshfields, Grant Thornton, Colliers and Baker Tilly among its customers.
Where it falls short
Everything an individual needs. No published price, no free plan, no self-serve signup, and deployments are firm-wide rollouts. The graph is work email and calendar only, so personal connections and social graphs sit outside it, and the product has little use outside legal, accounting, consulting and the built environment.
Price
Not published; every route is a demo requestChecked August 2026
Consider it only if
you're buying for a professional services firm with a CRM already in place and a mandate to get partner relationships into it.

DemandFarm

Best for
Enterprise key account teams that plan named accounts and need the buying committee drawn.
What it does best
Account planning as a discipline. It auto-creates relationship maps of the buying committee, with opportunity-specific maps, alongside white-space and account planning. The pricing page is segmented by company size rather than feature tier, which is a fair signal of who it is built for. It says it's trusted by 250+ global enterprises.
Where it falls short
Access and reach. All three plans read "Reach out for pricing", there's no free tier and no trial, and every button on the pricing page is Book a Demo. The map is inward: it charts who decides inside an account you are already in, and says nothing about which of your colleagues can get you the first meeting.
Price
Not published. Three plans, all shown as "Reach out for pricing", no free tier, no trialChecked August 2026
Consider it only if
you run named strategic accounts, already own the relationship, and the missing piece is the org chart and the plan around it.

Prolifiq

Best for
Revenue teams whose entire working day happens inside Salesforce.
What it does best
Being native, without qualification. It is account planning and relationship mapping, 100% native to Salesforce, and the Relationship Map product visualizes org charts, maps buying committees and scores power, influence and sentiment on top of Salesforce contacts, in Lightning. It sells three products rather than three tiers.
Where it falls short
The same two things as DemandFarm, plus a data ceiling. Every product says Contact Sales, quoted by team size and scope. The graph is built from Salesforce contacts, not email or calendar, so a relationship nobody entered doesn't exist. Its six-months-free offer is an email-gated promotion rather than a plan.
Price
Not published. Three products, all shown as "Contact Sales", quoted by team size and scopeChecked August 2026
Consider it only if
Salesforce is your system of record, your reps live in it, and you want the map rendered on the records they already open.

Altify

Best for
Enterprise sales organizations that buy a methodology along with the software.
What it does best
Depth on complex deals. Altify sells Salesforce-native relationship mapping as part of a strategic revenue system: seeing hidden lines of influence between decision makers and aligning the buying group, delivered with execution services rather than as a self-serve product. It launched an AI product, MaxAI, in 2026.
Where it falls short
Everything about how you buy it. There's no pricing page, no free tier, no trial and no self-serve signup. Like the other two Salesforce-native tools, it maps the inside of an account and not the way in.
Price
Not publishedChecked August 2026
Consider it only if
you're already running an Altify or Upland methodology and want the relationship map rendered inside it.

Who do I know on the engineering leadership team at Ramp?

Example
Ran 2 searches

3 people on Ramp's engineering leadership team are in your network; two came to Ramp from Stripe.

Example results for “Who do I know on the engineering leadership team at Ramp?”
PersonMutuals
MT
Mei TanakaEngineering Manager at Ramp
AW
Adam WhitakerDirector of Engineering at Ramp
FA
Farah AzizHead of Infrastructure at Ramp
An example of the answer this question returns. The people and the counts are illustrative; what a search returns depends on the accounts each person has connected.A relationship map as an answer: the people at the account and the colleague who knows each, rather than a diagram to maintain.

Doing it by hand

Most relationship maps in the world aren't made by any of these tools. They are a slide with boxes and lines, or a spreadsheet with a column for who owns the relationship, or a rep scrolling LinkedIn's mutual connections view one profile at a time. For a single account with eight named people in it, a slide is faster than an evaluation.

It stops working at three points. It goes stale, because nothing updates it when someone changes jobs. It holds only what one person knew to write down, so the colleague who has known the CFO for a decade never appears. And it cannot be searched sideways: you can't ask which of the two hundred accounts on your list you already have a route into. Every tool above exists to fix one of those three.

Which one to pick

You want to know who at your company can get you into an account: Happenstance, or Village if the account is one nobody has touched.

You want the buying committee drawn on a Salesforce record: Prolifiq if you want it native, DemandFarm if you want account planning around it, Altify if you are buying the methodology too.

You are a partner at a law or accounting firm: Introhive, and expect a firm-wide rollout rather than a signup.

You are a developer piping the graph elsewhere: The Swarm, for the API and the per-company price.

You're one person with no budget: Happenstance is free and you can connect an account and search without talking to anyone. The product page is at relationship mapping.

Prices and quoted descriptions are from each vendor's own pages.

What Happenstance reads to build the map

Email is read as headers only. Message content and attachments never reach our servers. Yes. Your connections are searchable only by you, the friends you accept, and the groups you join, and sharing is always mutual. Your public profile shows a constellation of named people you know by default, which you can turn off anytime. We never share, sell, or use your data to train AI models. Happenstance is SOC 2 certified and DTI Trust Level 2; the full list of what is stored and for how long is on the security page.

Frequently asked questions

What's relationship mapping software?

Software that works out who knows whom around a person or a company, and how strongly, so you can pick the warmest route in. Two families sell under the name. One reads communications data (email headers, calendar, connections) to find real ties across your side of the market. The other draws the org chart and influence lines inside a single account you're already selling to, usually inside Salesforce.

What's the best relationship mapping tool in 2026?

For an individual or a team mapping who they already know, Happenstance: seven connected sources, plain-English search, paths ranked by relationship strength, free for the whole product, 500,000+ users. For a Salesforce-native buying-committee map, DemandFarm and Prolifiq. For a professional services firm mapping partner-to-client ties at scale, Introhive.

Is there a free relationship mapping tool?

Happenstance is free, and the free plan is the whole product with usage limits on chat and on web searches beyond your network. Village has a free plan metered at 100 credits a month and 10 results per AI search. The Swarm is free up to 10 connectors with no API access. Introhive, DemandFarm, Prolifiq and Altify offer no free plan and no self-serve trial.

How much does relationship mapping software cost?

From free to a quoted enterprise contract, by family. The self-serve side publishes its prices: Happenstance Pro is $30 a month, Village Pro $79 a month or $49 billed annually, The Swarm Premium $99 per company per month. The enterprise side publishes nothing: DemandFarm, Prolifiq, Altify and Introhive all quote through sales.

What's the difference between relationship mapping and org chart mapping?

An org chart map is inward: one account, its decision makers, who reports to whom, who influences whom, drawn from CRM records. A relationship map is outward: the ties between your side and everyone at that account, drawn from evidence that two people have interacted. Buying one when you needed the other is the most common mistake in this category, because both are sold under the same phrase.

Can you do relationship mapping in Lucidchart or Miro?

You can draw one. Diagramming canvases give you shapes, lines and templates, and the result is accurate the day you finish it and stale a month later, because nothing feeds it. They hold no relationship data, so they can't tell you which colleague has the strongest tie to a name on the chart. Use them to present a map, not to build one.

Does relationship mapping have to run inside Salesforce?

No, and three of the tools here only run there. Prolifiq is 100% Salesforce native, Altify sells Salesforce-native relationship maps, and DemandFarm builds on CRM records. Happenstance needs no CRM: it reads the accounts where your connections already live and answers in plain English, and its public API and MCP server push results wherever you want them.

How is a relationship map built without anyone entering data?

From connected accounts. Happenstance reads Gmail, Outlook, Google Calendar, Google Contacts, LinkedIn, Twitter and Instagram, deduplicates people across them, and scores each tie from how often and how recently two people email and meet. Email is read as headers only. Nothing is typed and nothing has to be maintained.

Is relationship mapping the same as account mapping?

They overlap and the words are used loosely. Account mapping most often means partner overlap, comparing your customer list against a partner's, which is Crossbeam and PartnerTap territory. Relationship mapping most often means people rather than companies: who knows whom, and how well.

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