What is account engagement scoring?
Account engagement scoring is a way to rank the companies on your target list by how much attention they're paying to you. Instead of scoring one person at a time, it adds up what everyone at a company has done. That includes email replies, meetings, calls, form submissions, and visits to your website, and it often includes outside signs that the company is changing, such as a new funding round or a hiring push.
This matters most when you market to a named list of accounts. If you sell to companies where several people weigh in on a purchase, one enthusiastic contact rarely tells you the company is ready. Three people from the same company showing up in the same fortnight usually does. Lead scoring looks at the person. Account scoring looks at the company, which is where the buying decision actually happens.
The hard part isn't the idea. It's keeping the score honest every week. The activity lives in different places: your CRM, your email tool, your website, and the news. Someone has to pull it together for every account, compare it with last week, and decide which changes are real. On a list of fifty or two hundred accounts, that review slips quickly, and the score stops meaning anything. That kind of steady, judgment-heavy review is exactly what an AI agent handles well.
Kite is an AI marketer. It researches your business, builds a growth strategy, and ships the work that brings you new customers. Here's how it finds which of your target accounts are warming up.
How Kite finds which target accounts are warming up
Kite starts from your target list. You can give it the accounts directly, point it at a list or a property in your CRM, or ask it to build the list from your ideal customer profile. Kite already knows your products, customers, and competitors from its onboarding research, so it can also flag accounts on your list that don't fit.
Next, Kite agrees with you on what counts as engagement and what "ready for sales" means for your business. Then it gathers each account's activity from your connected CRM, the replies to its own outreach, and recent company news, and scores every account.
The idea that holds this together is that Kite judges direction, not size. An existing customer with constant support calls racks up activity without warming up at all. A quiet account where the head of operations and two people on that team all visited your pricing page this week is warming up fast. So Kite compares each account with its own previous period, counts how many different people are involved, and checks whether something changed at the company. Then it explains what moved and why.
After each scoring run, Kite writes the score back to the account in your CRM, creates a task for the account owner when an account crosses into ready for sales, and sends you a short report.
- Agree on what counts as engagement
- Gather each account's activity from your CRM
- Check what's changing at each company
- Score each account and explain what moved
- Hand the ready accounts to sales
- Report on account engagement every week
Agree on what counts as engagement
A useful score starts with a definition you trust, so Kite proposes the rules before it scores anything. It looks at what your CRM records and what your sales cycle looks like, then suggests which activities count, which ones count most, and how far back to look.
A typical proposal for a B2B software company might look like this:
- A reply to an email, a booked meeting, or a demo request counts most, because each one takes a deliberate decision.
- A form submission or a visit to your pricing page counts next.
- Opens, clicks, and general website visits count a little, because they're easy and frequent.
- Activity from someone who holds a buying role at the account counts more than activity from someone outside it.
- Activity in the last two weeks counts more than activity from last quarter.
Kite also proposes what "ready for sales" means, such as at least two people from the account engaged in the past two weeks, plus one high-intent action like a reply or a pricing page visit. You can change any of it. Once you approve the rules, Kite saves them to your team's knowledge base and uses the same rules every time, so this week's scores are comparable with last week's.
Gather each account's activity from your CRM
Most of the engagement you need is already in your CRM. Kite reads it there instead of asking you to export anything.
Connect HubSpot, and Kite reads the emails, calls, meetings, notes, and tasks associated with each target company, along with the contacts linked to it and the deals open against it. It also reads what HubSpot records on each contact, such as form submissions, page views, and marketing email activity. Connect Salesforce, and Kite queries the activity logged against each account and its contacts, including emails, calls, and meetings, along with the campaigns those contacts joined and the opportunities open on the account.
Kite adds its own work too. When Kite sends outreach to people at a target account, it records who received the email, which messages failed, and who replied. When it builds a landing page for one specific account, a visit to that page almost always comes from someone at that company or someone they shared it with, so Kite counts it toward that account.
Kite groups all of it by company, so a meeting with one person and a form fill from her colleague land on the same account.
Check what's changing at each company
Activity tells you an account is paying attention. Company news often tells you why. Kite checks its built-in company sources for recent events at each target account, such as:
- a funding round
- hiring for the team that would use your product
- a new leader in the function you sell to
- a product launch, partnership, or expansion.
An event doesn't make an account ready for sales on its own, but it changes how Kite reads the activity. Two pricing page visits from a company that just hired a new VP of Marketing mean more than the same visits from a company with nothing going on. Kite notes the event next to the score so the rep knows what to open the conversation with.
Score each account and explain what moved
With the activity and the news in hand, Kite scores every account against the rules you agreed on. It sorts each one into a stage you can act on: cold, warming, or ready for sales. Each account also gets a sentence that explains the score in plain terms.
The explanation is what makes the score useful. Compare these two:
- "Brightline Health went from cold to warming. Three people engaged this week, up from none last week. Their new Director of Revenue Operations replied to our email and visited the pricing page, and the company announced two new regional offices on Monday."
- "Ostrava Group stays warming but is slowing down. Activity is still high, but it all comes from one champion and one open support thread. No one new has engaged in a month."
A number alone would rank Ostrava above Brightline. The explanations show that Brightline is the account to call this week.
Kite compares every account with its own previous period, so it catches accounts going quiet as well as accounts warming up. A company that was ready for sales two weeks ago and has heard nothing since is worth a nudge before the opportunity cools off.
Hand the ready accounts to sales
An engagement score only helps if it reaches the person who will act on it. Kite puts the score where your sales team already works.
In HubSpot, Kite can add a custom property for the engagement score and stage, update it on each company, and add a note with the explanation. When an account crosses into ready for sales, Kite creates a task for the company's owner with the reason and the people who engaged. In Salesforce, Kite can add a custom field to the account, keep the score current, and create a task for the account owner in the same way.
Because the score lives on the record, your reps can sort and filter by it in the views they already use. They don't need a separate spreadsheet. And because the history stays on the record, Kite can compare each new run with the last one.
Kite can also act on the warming accounts itself. It can draft a fresh email built around the event and the activity it found, write a short brief before a sales call, or move a quiet account into a lighter outreach sequence. By default, it shows you outreach before it sends.
Report on account engagement every week
Account engagement is a trend, so it's most useful as a regular report rather than a one-off list. Ask Kite to run the scoring every Monday morning, and it repeats the same review on schedule using the same rules.
Each report leads with what changed. It lists the accounts that moved into ready for sales and the accounts that warmed up, each with the reason. Then it names the accounts that cooled off and the ones that stayed quiet despite outreach. Kite can also show how many accounts sit in each stage compared with last month. That's the number most account-based marketing programs report up to leadership, because it shows whether the target list is moving toward pipeline.
If your team uses Slack, the report goes to the channel you choose. If not, Kite emails it from your team's Kite address to the person who set up the schedule, and you can reply to the email to keep the conversation going. When you want something people can open at any time, Kite can publish a dashboard at a stable link that refreshes its data whenever someone opens it.
You can also ask Kite to keep a standing watch on your target accounts between reports. It checks for news about those companies and tells you when one of them does something worth acting on.
What you get
Agreed scoring rules
A plain-language definition of what counts as engagement, what counts most, and what "ready for sales" means for your business, saved so every run uses the same rules.
A score and stage for every target account
Each account sorted into cold, warming, or ready for sales, with a sentence explaining what moved since the last run.
Updated CRM records
The score and stage on each company in HubSpot or account in Salesforce, with a note explaining it, so your reps can sort and filter by it.
Follow-up tasks for sales
A task for the account owner whenever an account becomes ready for sales, with the people who engaged and the reason to reach out now.
A weekly engagement report
The accounts that warmed up, cooled off, or became ready for sales, plus how many accounts sit in each stage over time.
How to get started
Tell Kite what you want in plain language. You might say, "Score our target accounts in HubSpot on engagement and tell me which ones are warming up," or "Every Monday, tell me which of our top 100 accounts are ready for sales."
Kite proposes the scoring rules and the definition of ready for sales, using what it knows about your business and what your CRM records. You can adjust them before the first run. You can work with Kite in the Kite web app or in Slack, and you approve its proposals there with a reply or the Approve button.
Connect HubSpot or Salesforce so Kite can read the activity on your target accounts and write the scores back. The company news comes from Kite's built-in sources, so you don't need another account for that part. Once the first run looks right, ask Kite to put it on a schedule.
Integrations used to find which target accounts are warming up
Your CRM supplies most of the engagement and is where the scores end up. Kite's built-in company news sources add the reason an account might be warming up.
Read account activity and write the scores back
Read the emails, calls, meetings, and deals on each target company and what HubSpot records about its contacts, then write the engagement score to a company property, add notes, and create tasks for the owner.
Read the activity, campaigns, and opportunities on each account, then keep the score in a custom field and create tasks for the account owner.
Find out what's changing at each company
Common questions
Can Kite tell which companies are visiting my website when they haven't filled in a form?
No. Kite doesn't identify anonymous companies from their website visits. Tools that do this match a visitor's network address to a company, and dedicated account-based marketing platforms such as Demandbase and 6sense sell that data. Kite works with the visits it can tie to a company: page views HubSpot records for contacts it already knows, and visits to landing pages Kite built for one specific account. If you already pay for a visitor identification tool, Kite can read the companies it finds, either by connecting to a tool such as Leadfeeder or from the fields it writes to your CRM.
What's the difference between account engagement scoring and intent data?
Engagement scoring measures how a company is interacting with you, such as replies, meetings, and visits to your pages. Intent data tries to measure interest that happens away from you, usually by tracking which topics a company's employees research across the web. Kite uses a third kind of signal alongside engagement: public company events like funding, hiring, and leadership changes. Those are facts a company announces, which makes them easy to check and easy to mention in an email.
How is this different from lead scoring?
Lead scoring rates one person on how well they fit and how much they've engaged. Account scoring rolls up everyone at a company, which matters when several people take part in a purchase. Kite still scores individual contacts from one to five against your criteria when it builds prospect lists, but this job looks at the company as a whole. An account with three moderately engaged people is often closer to buying than an account with one very engaged person.
Do I need an account-based marketing platform to do this?
No. If your CRM records your email, meeting, and form activity, Kite can score your accounts from that plus its own company news sources. A dedicated platform adds anonymous visitor identification and topic-based intent data, which some teams find worth the cost. For a small team running account-based marketing on a CRM, Kite covers the scoring, the handoff, and the weekly report. To plan and run the campaigns that create the engagement in the first place, see Run account-based marketing campaigns.
How often should account engagement scores be updated?
Weekly works for most teams. That's often enough to catch an account while it's warm and slow enough that each change means something. If your sales cycle is short or you're running an active campaign against a small list, ask Kite to score daily during the campaign. Whatever schedule you choose, Kite uses the same rules each time so the scores stay comparable.