AI agentSourcing and negotiation

AI counteroffer analysis agent

An AI counteroffer analysis agent compares the vendor's counteroffer with your last proposal line by line, showing what the vendor accepted, changed or ignored.

  • People stay in control
  • Every action is logged
  • Start with a small sample
Vendor counteroffer
Previous offer and our ask
Target and walk-away points
Contract clause text
AI counteroffer analysis agentPrepared for review
  • ✓Term-by-term comparison
  • ✓List of changes and unanswered asks
  • ✓Net value summary
Handed toNegotiation lead receives the analysis and gap
4inputs it reads
6steps in the walkthrough
1point where a person decides
3outputs it prepares
See it run

Watch it work

Agent Record Person
Live walkthrough
  1. 1Receive offerRecord
  2. 2Extract termsAgent
  3. 3Compare with askAgent
  4. 4Spot changesAgent
  5. 5Lead respondsPerson
  6. 6Log the roundRecord

The vendor's counteroffer arrives by email or portal.

Pulls price, term, scope and conditions from the offer.

Sets each term against the opening and target.

Flags new conditions and terms quietly altered.

The negotiation lead decides the reply.

Records the round and moves.

The basics

What is an AI counteroffer analysis agent?

It prices each change over the full term, including effects on uplifts, fees and commitments that a headline number hides.

Read the full explanation

It flags new or reworded terms that were not in your proposal and suggests points for the negotiator to consider in reply.

Where it breaks

Why this step is hard by hand

Counteroffers arrive as emails, marked-up documents or revised quotes, and the real changes are rarely obvious. A small rewording can shift value.

A lower price may come with a longer term or a higher uplift.

Subtle changes alter obligations without being flagged.

Attention goes to the price while other terms slip.

Rounds blur together and nobody remembers what was agreed.

Time pressure leads to responses made without full analysis.

The path

How the agent does it

  1. 01Capture the counter

    The agent reads the vendor's reply, quote or marked-up document.

  2. 02Compare to your last position

    It aligns each point and marks accepted, changed, rejected and new items.

  3. 03Value the changes

    It calculates the effect of each change across the term.

  4. 04Flag risks

    It highlights reworded clauses and linked trade-offs.

  5. 05Frame the reply

    It lists options for the negotiator to consider in response.

Want to see this flow on your own items?

Bring a small sample and watch Flo work through it.

Book a demo
Under the hood

Inside the work

AspectBy handWith the agent
ReadingOffers are read quickly and details are missed.Each term is extracted and compared with the prior round.
Hidden changesWording shifts slip in.Differences from the previous version are highlighted.
ValueThe headline discount is taken at face value.Total cost and term effects are calculated.
Gap viewDistance to target is judged by feel.Gap to target is shown per term.
HistoryRounds are tracked in email threads.Each round is logged in order.
People and control

Who decides, and what to watch

What stays with people

  • ✓
    Deciding the responseNegotiators choose whether to accept, counter or hold.
  • ✓
    Legal readingCounsel judges changes to clauses.
  • ✓
    Trade-off choicesOwners decide which terms matter most.
  • ✓
    Sending repliesPeople communicate with the vendor.

Mistakes to avoid

  • ×
    Reading only the headlineReal changes sit in the detail.
  • ×
    Not valuing over the termA first-year saving can reverse later.
  • ×
    Accepting rewordingsChanged language can shift risk.
  • ×
    Responding emotionallyAnalysis should come before reply.

Not sure where counteroffer analysis fits in your process?

Talk it through with the team. We will map it to your steps and show where a person stays in control.

  • Works from a sample of your real items
  • Shows what Flo handles and what it hands over
  • No commitment to start
Rollout

Rolling it out

  1. 1Run on live rounds

    Analyse counteroffers while the lead also reads them.

  2. 2Check the diff

    Test that changes between versions are found.

  3. 3Add net value

    Include total cost across terms.

  4. 4Standardise logging

    Keep every round in one record.

Signs you would benefit

Vendors slip in terms between rounds.
Counteroffers are compared by memory.
Teams cannot say how far apart the parties are.
Round history is buried in email.
The numbers

How to measure it

Set your own baseline first. We do not publish benchmarks without a source you can check.
Metric 1

Counteroffers analysed before reply

Analysed counteroffers (%) =
counteroffers with a recorded comparison before the replycounteroffers received× 100

This shows how often replies are informed by analysis. It does not show whether the replies were successful.

  • Check the time between receipt and analysis.
  • Review rounds where a hidden term was missed.
Questions

Frequently asked questions

Quick answers to what people ask most about counteroffer analysis.

Book a demo
What is counteroffer analysis?

It is the structured review of a counterproposal from the other side to see what has changed, what it is worth and what to do next.

What does the agent compare against?

It compares the vendor's response with your last recorded proposal and the current contract, and shows each difference.

Will it reply to the vendor?

No. It prepares the analysis and options. The negotiator replies.

Can it spot changed legal wording?

It can flag differences in wording and mark them for legal review. It does not give legal advice.

Try counteroffer analysis on your own data

Bring a small sample of real items. We will show what Flo handles on its own and where it hands over to your team.

  • People approve, sign and pay
  • Every action is logged
  • Start with a small sample