How Do You Build a Prospect Brief Before a Meeting?

Ask Claude to brief you on a prospect's LinkedIn activity, and Flux chains several tools to return their posting stats, content that overlaps with your own topics, talking points, and a relationship warmth score. No more tabbing through someone's LinkedIn profile trying to piece together what they care about before a call.

Edge

What you'll learn

What a prospect brief workflow involves and why it beats manual LinkedIn research
How to pull a prospect's posting stats with get_profile_summary
Finding content overlap and talking points with get_engagement_brief
Scoring warmth with a specific prospect using get_target_warmth_brief
Using get_company_engagement_overlap for cross-account intelligence across two companies

What goes into a prospect brief?

A prospect brief is a composite workflow — Claude chains multiple tools to build a picture of who you are about to meet. Here is what each piece covers:

Profile summary — total posts, average engagement (broken down by likes, comments, and shares), posting frequency, a 30-day engagement trend showing whether their content is gaining or losing traction, and their best-performing content format
Content overlap — the prospect's recent posts ranked by relevance to what you post about, with auto-generated talking points pulled from each match
Warmth score — a 0-to-1 score measuring how strong the engagement relationship is between you and the prospect, based on how often they have engaged with your content, how recently, and whether they commented (comments carry more weight than reactions)

This is the difference between walking into a call cold and walking in knowing the prospect averages 45 engagements per post, trends up 20% this month, and recently posted about supply chain resilience — a topic you also write about. You have conversation starters grounded in what they actually care about.

How do you pull a prospect's posting stats?

Ask Claude to summarize a profile you track. Behind the scenes, get_profile_summary returns the numbers:

"Give me a profile summary for Sarah Chen"

Flux returns her total post count, average engagement per post (with a breakdown of likes, comments, and shares), posts per week, and a 30-day engagement trend showing whether her content is gaining or losing traction. It also identifies her top-performing content format — for example, carousels averaging 2.1x her overall engagement — so you know what type of content resonates most with her audience.

get_profile_summary works on profiles you track in Flux. If the prospect is not yet tracked, Claude can pull their recent posts live with linkedin_profile_posts (costs 5 credits per page) and summarize from there.

How do you find talking points based on content overlap?

get_engagement_brief finds the prospect's posts that are most relevant to the topics you write about. It ranks their content by semantic similarity to your own top-performing posts and generates talking points from each match.

"Find content overlap between me and Sarah Chen"

If Sarah has posted about compliance automation and you have written about the same topic, those posts surface first — along with key sentences you can reference on the call. This gives you a natural conversation opener grounded in shared interests, not a cold pitch.

The brief identifies the prospect by LinkedIn URL, so it works even on people you have not tracked in your dashboard — as long as their posts have been pulled into Flux through a prior research pull or engagement capture. The prospect does not need to be a Flux user or know it exists.

How do you score warmth with a specific prospect?

get_target_warmth_brief scores the strength of your relationship with a particular person. It pulls every engagement they have had with your content — reactions and comments — and computes a warmth score from three signals: total engagement count, whether they have commented (not just reacted), and how recently they last engaged.

"How warm is my connection with Sarah Chen?"

The warmth score runs from 0 to 1. A prospect who commented on your posts three times in the last month scores differently than someone who liked one post six months ago. Knowing the difference before the call prevents you from either underselling a warm relationship or overclaiming a cold one.

The tool also returns the full list of engagements — every post they reacted to or commented on, with timestamps and comment text snippets — so you can see exactly what caught their attention.

How do you find cross-account intelligence between two companies?

When you are working two accounts in the same vertical, get_company_engagement_overlap surfaces people who engage with content from both companies. This is a cross-pollination signal — someone who interacts with both Acme and Beta is a lead worth pursuing in a unified motion.

"Show me engagers who overlap between Acme Corp and Beta Industries"

The tool returns each overlapping person with their engagement counts per company, ranked by total engagements. If three people engage with posts from both companies, those are the individuals most likely to respond to outreach that connects the dots between the two accounts.

For single-account preparation with multiple contacts, run get_engagement_brief and get_target_warmth_brief for each person individually. That gives you per-contact talking points and warmth scores you can use to tailor different parts of the conversation to different people in the room.

The pre-meeting workflow

You have a meeting in 30 minutes. Here is the sequence:

Pull their stats. Ask Claude for a profile summary. You get their posting frequency, average engagement, trend direction, and top format in seconds.
Find content overlap. Ask for an engagement brief on the prospect. You see which of their posts align with your topics, with talking points already pulled out.
Score the relationship. Ask for a warmth score. You know whether this is a warm or cold relationship and can see every specific engagement they have had with your content.
Skim their recent posts. Ask Claude to show you their most-engaged posts so you have concrete references for the conversation.

You walk into the call knowing their posting patterns, what topics you share in common, and how warm the relationship is. That is a different conversation than one where you spent 30 minutes scrolling their LinkedIn feed.

FAQ

Does the prospect need to be a Flux user for this to work? No. The prospect does not need to use Flux or even know it exists. Tools like get_engagement_brief and get_target_warmth_brief work by LinkedIn URL — the person just needs to appear in Flux's database from prior engagement captures or research pulls.

How current is the data? Flux refreshes data daily on paid plans. For profiles you track, post data stays current through the previous day. For research pulls on untracked profiles, the data reflects the moment you pulled it.

Do prospect briefs cost credits? The briefing tools — get_profile_summary, get_engagement_brief, and get_target_warmth_brief — are free database reads that cost 0 credits. If Claude pulls a prospect's posts live from LinkedIn (via linkedin_profile_posts), that costs 5 credits per page of results. Check get_credit_balance to see your remaining monthly allowance of 200 credits.

Can I use get_profile_summary on profiles I do not track? get_profile_summary requires a tracked profile. If you want stats on an untracked prospect, ask Claude to pull their posts first with linkedin_profile_posts and summarize the results. The engagement brief and warmth score tools work by LinkedIn URL without requiring tracking.

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