AI and the cost of a lost quote nobody adds up

5 days ago
3 min read

Updated: 2 days ago

Introduction

A lost quote feels free. Nothing was spent, nothing was delivered, the customer went elsewhere and the firm moves on. This is why quoting is the least examined expensive process in most businesses, and why investment in improving it is so hard to justify internally.

It is not free. A quote consumes a site visit, travel, a survey, supplier enquiries, pricing time, document preparation and follow-up. In a business winning one job in four, the three losses are a real cost carried by the one win, and stating that cost as a number is what makes every subsequent improvement argument straightforward.

1. AI and the cost of a lost quote connect through a number you can calculate

Start with the arithmetic.

Total hours spent quoting in a month, multiplied by a realistic hourly cost, plus travel and any survey expense, divided by the number of quotes. That is your cost per quote, and it is usually several hundred rather than the nothing everyone assumes.

2. Divide by your win rate to get the real cost per win

The number that changes decisions.

At a twenty-five per cent win rate, every job you win carries the cost of four quotes. Comparing that figure against the gross margin on an average job is frequently uncomfortable and always informative.

3. Separate the losses you could have won

Not all losses are equal.

Lost on price, lost on speed, lost to a relationship, disqualified late, no decision. Only some of these are addressable, and the addressable ones are where any investment should be aimed. Firms that do not categorise cannot tell the difference.

4. Count the quotes you should never have produced

The cheapest saving available.

Enquiries outside your capability, outside your area, below your minimum, or from buyers who were only collecting a third price. Qualifying these out before the survey costs nothing and removes the most wasteful category entirely.

5. Look at the cost of late disqualification

The worst case.

A job disqualified after a site visit and a full price has consumed the entire cost of a quote and produced nothing. Moving the qualifying questions to the first conversation is the highest-return change in the whole process.

6. Use the figure to justify quoting improvements

This is what the number is for.

Halving preparation time, or raising the win rate by five points, both have a computable value once the cost per quote exists. Without it, every proposed improvement is a matter of opinion and loses to whatever else is competing for the budget.

7. Compare the cost of quoting against your marketing spend

An instructive comparison.

Many firms spend heavily on generating enquiries and nothing on converting them, while the conversion step is cheaper to improve and more certain in its effect. The two numbers side by side reframe the budget conversation.

8. Watch what happens to cost per quote as you speed up

It should fall, and it can rise.

Faster quoting sometimes means quoting more marginal enquiries, which raises total cost while the win rate falls. Track cost per win rather than cost per quote so the measure cannot be gamed by volume.

9. Track the ratio over time, not the absolute figure

Trends beat precision.

The exact cost per quote depends on assumptions about hourly rates that are always arguable. The direction of travel over four quarters is not arguable, and it is the number worth reporting.

Be careful about using the figure to justify refusing work. Some low-probability quotes serve relationships or open new segments, and cost per quote is a lens rather than a rule.

Conclusion

Calculate what a quote costs you, because every argument about improving quoting depends on that number.

Divide by your win rate to get the real cost of each job you win, categorise your losses so you can tell the addressable ones from the rest, qualify out the enquiries that should never have been quoted, attack late disqualification first because it wastes the full cost, use the figure to justify improvements that would otherwise be a matter of opinion, compare it against what you spend generating enquiries, and report cost per win over time rather than a precise cost per quote.