Alternatives to share of voice

Share of voice tells you how much of the conversation you had. It cannot tell you whether that coverage helped. The better alternatives keep volume as an input and score what the coverage says: share of voice weighted by tone, share of voice on the narratives you need to win, share of quality coverage, and a per-article composite that volume cannot raise.

Why share of voice misleads

More coverage is not better coverage. On the MRS® Index, in all six sectors, the company with the most coverage is not the company whose coverage reads best. Not once. Goldman Sachs is the most-covered bank on the index, on 2,748 stories in 90 days, and ranks 18th of 20 banks on how that coverage reads. Fidelity Investments is last of 20 on coverage and first on how it reads. Across the index, 63 of the 100 companies sit at least a quarter of their sector apart on the two.

There is a structural reason as well. The more a company is covered, the more of the world's bad news its name stands next to. Share of voice counts all of it as presence.

Four alternatives, from simplest to most complete

1. Share of voice weighted by tone. Count favorable coverage for more and hostile coverage for less. Easy to add to what you report today, but it still rewards volume.
2. Share of voice on the narratives you need. Count only coverage about the drivers the business has to win, in the markets that matter. Owning 40 percent of the conversation is meaningless if none of it is about the story you need to own.
3. Share of quality coverage. Count only stories where your company is the subject, in outlets that matter to the stakeholder you serve. A headline about you in a priority title outweighs ten passing mentions in round-ups.
4. A composite score, averaged per article. Score every article on named dimensions, average them, and weight the result to your priorities. Because it is an average, volume cannot raise it, and because it is weighted, it measures your company against what the business said mattered. The Media Reputation Score® is one published model of this kind.

When share of voice still earns its place

It is a fair measure of presence around a launch, an event or a crisis, and it belongs in the report as an input. The change is where it sits: keep it, and stop making it the headline.

Questions

Is share of voice useless?

No. It measures presence. The problem is reporting presence as though it were reputation.

What should replace it at the top of the report?

A composite score broken out by driver and benchmarked against your sector, with share of voice underneath it as context.

Can we still compare ourselves with competitors?

Yes, and more fairly. Score competitors with the same method over the same window, and the comparison is about what their coverage says, not how much of it there is.