--- title: "Score Every Lead Import Automatically With AI | Prosyo" description: "An AI lead scoring agent tags every new import Fit, Maybe or No against your ideal customer as soon as it finishes, with a reason on each tag." url: "https://prosyo.com/lb/ai-agents/use-cases/score-every-import/" image: "https://prosyo.com/wp-content/uploads/2026/10/cropped-Prosyo-Icon-Transparent-1.png" language: "lb" --- Qualifier Agent · Import finished # Score every CSV or event import Fit, Maybe or No the moment it lands Upload a list from an event, a webinar or a data provider and the Qualifier scores everyone against your ideal customer as soon as the import finishes, with a reason on each tag. [Start free — 7 days](https://app.prosyo.com/) [Book a demo](https://prosyo.com/lb/) - 7 days free - No card required - Nothing sends without your yes Loved by founders, agencies and sales teams How it runs ## One request. The agent does the rest. Type it to Penny, or use it as the agent’s brief and let it run on its trigger. **Agent Penny***Run with Qualifier Agent* When an import finishes, score everyone in it against my ideal customer, tag them Fit, Maybe or No with a reason, and tell me how many of each. 1. Starts when an import finishes 2. Reads every new person in the import 3. Scores each one against your ideal customer 4. Tags Fit, Maybe or No with a one-line reason 5. Tells you the totals and the best fits Import scored **People imported** 212 **Fit** 96 **Maybe** 58 **No** 58, each with a reason Illustrative run. Sending, paid actions and changes in other apps wait for your yes. The guide Event lists, webinar sign-ups and data provider exports all have the same problem: a few great prospects buried in a lot of noise. Sorting them by hand is the job that gets postponed, and an unsorted list either sits unused or goes into a campaign as it is. This agent sorts every import the moment it finishes. ## Why the reason matters Scores without explanations are hard to trust. “62” tells nobody what to do. “Maybe: right title, but company size is not on record” tells a rep exactly what to check. The Qualifier writes a one-line reason on every tag, so your team can agree with the sort, or correct it, in seconds. ## What the agent does It starts when an import into Prosyo finishes. It reads every new person, compares them with your ideal customer, and tags each one Fit, Maybe or No with a reason. Then it reports the totals and names the best fits. Tagging is routine work, so you can let it run without approval and open a sorted list. ## Set it up 1. Describe your ideal customer in Prosyo, including the deal-breakers. 2. Start from the Qualifier template and set it to run when an import finishes. 3. Allow tagging to run on its own. 4. Optionally, ask it to add Fit people to a named list for the Writer. ## Tips - Write deal-breakers as plain rules: “No agencies”, “Only companies over 20 people”, “Only the UK and Ireland”. - Look at the first twenty Maybes. They usually tell you which rule to add. - Keep the import file’s source in the list name, so you can compare which events bring the best fits. **Qualifier Agent***AI lead qualification agent* **Starts** When an import finishes **Apps** Your Prosyo workspace only **Approval** Sending, paid actions and other apps wait for your yes **Great for** Founders, Sales teams, Agencies, Recruiters **Available on** Penny Agents, Penny SDR and Penny SDR All-in [Start free — 7 days](https://app.prosyo.com/) [Book a demo](https://prosyo.com/lb/) - [How the Qualifier Agent works](https://prosyo.com/lb/ai-agents/lead-qualification-agent/) - [All agent use cases](https://prosyo.com/lb/ai-agents/#use-cases) - [Penny pricing](https://prosyo.com/lb/pricing/#penny) You stay in control ## Qualifier Agent asks before it acts You choose how much it does alone. Reading and research always run straight away; anything that sends, spends or changes another app waits as a card you approve, unless you allowed it. - **Ask before every step**It asks before every step, unless you allowed that action to run on its own. - **Ask before any change**It reads and researches freely, then brings every change back to you. - **Handle routine work alone**Saving people, tagging and preparing drafts run on their own. Sending, paid actions and other apps still wait. Keep going ## Use cases that pair well with this one [New people on a listNever pitch an existing customer: check Stripe before outreachEvery time people are added to a list, the Qualifier checks Stripe and keeps anyone who already pays you out of your cold sequences, with the reason on the tag.Qualifier Agent](https://prosyo.com/lb/ai-agents/use-cases/skip-existing-customers-stripe/)[New people on a listSkip prospects who are already in an open deal in Close or AttioBefore anyone gets a cold message, the Qualifier checks your CRM and holds back people in an open opportunity, so sales and outbound never talk over each other.Qualifier Agent](https://prosyo.com/lb/ai-agents/use-cases/skip-open-deals-crm/)[New people on a listHold back outreach to people with an open support conversationWhen people are added to a list, the Qualifier checks Intercom and holds back anyone with an open support conversation, so a cold pitch never lands in the middle of a support issue.Qualifier Agent](https://prosyo.com/lb/ai-agents/use-cases/pause-outreach-open-support/) [Browse every use case](https://prosyo.com/lb/ai-agents/#use-cases) FAQ ## This use case, answered Straight answers on what the agents do, what they cost and how you stay in control. **Want to see it on your market?** Book a short demo. A real person runs the agents on your own ideal customer. [Book a demo](https://prosyo.com/lb/) **Which imports does it react to?** Any import into Prosyo: a CSV or Excel file, a LinkedIn search, or a list from the Chrome extension. **Will it remove the No people?** No. It only tags. Filter them out of your campaign, or check the Maybes yourself. **Can it do more after scoring?** Yes. Ask it to add the Fits to a list, and the Writer can pick them up from there. **When does it run?** As soon as an import into Prosyo finishes, from a CSV or Excel file, a LinkedIn search or the Chrome extension. **Do I need to connect other apps?** No. It works with what is already in your Prosyo workspace: your lists, campaigns, inbox, Intent and Knowledge. Connect apps later if you want it to do more. **Can the agent act without my approval?** Reading and research run straight away. Routine work such as saving people to a list or tagging can run alone if you allow it. Sending, paid actions and changes in other apps wait for your yes unless you explicitly allowed that action. **What does a run cost?** Each step uses AI credits like a Penny question, and you set a spending cap for each run. If a run reaches its cap, it waits for you. Paid actions such as enrichment, and charges from connected apps, are separate. **Can I change what the agent does?** Yes, in plain words. Edit the brief, attach a skill such as your own playbook, tick or untick apps and change what needs approval. The next run follows the new instructions, and finished work stays saved. **Which agent runs it, and what pairs well with it?** The Qualifier Agent, Prosyo’s ai lead qualification agent. Start from its template and use this request as the brief. It pairs well with the Writer Agent and the Research Agent, which can pick up its results through your lists and inbox. **How do I see what the agent did?** Every run comes with a plain-English report of what it did, what it cost and anything waiting for you. Results show as formatted answers, tables or diagrams, and you get a notification when a run finishes or needs your approval. **Which Prosyo plan do I need?** Agents come with the Penny Agents, Penny SDR and Penny SDR All-in plans: 5, 10 or 20 agents. Every workspace starts with a 7-day free trial, no card required. ## Your next 10 meetings are already on LinkedIn. 7 days free, no card. Pay later and change your mind? Full refund within 7 days. [Start free — 7 days](https://app.prosyo.com/) [See pricing](https://prosyo.com/pricing/) - 7 days free - No card required - Cancel in two clicks