Front-office software — the systems a company buys to sell to customers, market to them and answer their complaints — spent the first half of 2026 as the market's designated victim of artificial intelligence. The S&P Software & Services Select Industry Index fell more than 20% early in the year on the argument that software billed per sales seat, per marketing contact and per support agent is precisely what AI agents replace. Five of these seven companies have now put numbers against that argument, and the numbers disagree with each other.

The accelerating half

Salesforce, which sells the Customer 360 suite of sales, service, marketing and commerce software to large enterprises, has not reported since 27 May, but that report remains the anchor. Revenue of $11.13bn grew 13.3% year on year — a third consecutive acceleration, from 8.6% and then 12.1% — with current remaining performance obligation, the contracted revenue due within a year, at $33.6bn, up about 14%. Agentforce and Data 360 together carry $3.4bn of annual recurring revenue, Agentforce alone above $1bn and growing over 200%. The company returned $27.5bn to shareholders in the quarter, including a $25bn accelerated repurchase that retired 103 million shares — roughly 17% of today's $161.7bn market value, in three months.

Twilio, which rents voice, messaging and email programming interfaces to developers who embed communications inside their own apps, has now accelerated four quarters running, to 22.0% growth and $1.499bn of revenue. Dollar-based net expansion reached 116% from about 110%, and full-year organic guidance went to 13–13.5% from 9.5–10.5%. Crucially, Twilio is not seat-priced: management described one conversational-AI customer going from $200,000 of quarterly spend to a $6m annual run rate. Shares hit a 52-week high on the print.

Zeta Global, which runs a marketing data platform predicting consumer intent, grew 43.5% to $442.8m in its twentieth consecutive beat-and-raise, lifted full-year revenue guidance to $1.818bn and swung to an $8.2m profit — though gross margin compressed to 59.1% from 62.1% on social-channel mix. Its newly completed Palantir Foundry integration is not yet in guidance. Freshworks, which sells help-desk and IT-service software to mid-sized firms, grew 16.0%, turned its first profit and now has 7,000-plus customers paying for its AI product.

The breaking half

HubSpot, which bundles marketing, sales and service software for mid-market businesses, beat on revenue ($911.7m against $898.3m) and adjusted earnings ($3.26 against $3.02) and fell 19% anyway: net customer additions came in at 7,000 against 9,000–10,000 expected, and management guided the second half to 5,000–6,000 a quarter, with sales cycles one to two weeks longer. Net revenue retention of 102% is guided flat for the year.

Pegasystems, which sells customer-decisioning and process-automation software to banks, insurers and governments, is worse. Total annual contract value growth slowed to 7%, from 12% the prior quarter and 17% two quarters before; cloud contract value growth moderated to 22% from 27%; adjusted earnings of $0.35 missed the $0.43 consensus. Management called the first half a significant underachievement and blamed enterprise paralysis over AI token pricing, while repurchasing $360m of stock — more than it generated in free cash. Braze, which sells per-monthly-active-user customer messaging, has not reported since May; its month has no company news behind it.

Business: CONFIRMS four, CONTRADICTS two

Salesforce, Twilio, Zeta and Freshworks are accelerating and raising. HubSpot and Pegasystems are decelerating, and their shares' twelve-month declines of 55% and 43% confirm rather than contradict that.

Valuation: INCONCLUSIVE, because the ladder runs backwards

Gross margins here span Twilio's 48.4% to Freshworks' 84.8%, so price-to-sales is meaningless; on price-to-gross-profit the forward multiples run HubSpot 3.67x, Pegasystems 3.81x, Freshworks 4.04x, Salesforce 4.52x, Braze 5.32x, Zeta 6.54x, Twilio 13.74x. The cheapest two are the two deteriorating businesses. Twilio, at roughly three times the group median, carries a forward price-to-earnings ratio of 44.8x above its trailing 34.0x — consensus expects earnings to fall against the trailing base — and its own third-quarter guide steps organic growth down to 11–12% from 17%. Salesforce sits at the opposite pole: 14.0x forward against 22.8x trailing, a 9.1% free-cash-flow yield, consensus earnings of $14.15 for the year to January 2027, up 20%, and a share price still 21% below where it was a year ago. Freshworks carries a quieter warning: forward earnings of 18.0x against trailing 18.2x implies just 4.9% earnings growth, so its three-month gain is multiple expansion.

The tape only recently agreed. Twilio, Zeta, Braze and Freshworks all now sit in confirmed uptrends with their 50-day averages above their 200-day; Salesforce and HubSpot remain in shallow downtrends, and Salesforce only exited a deep one on 4 August after 28 sessions. Pegasystems has been in an unbroken downtrend since 30 January — 130 sessions — and is the only member that never joined.

The setup

Where it stands — Four of seven are accelerating on raised guidance; the two cheapest, HubSpot and Pegasystems, are the two whose operating metrics are deteriorating.

Would confirm — Salesforce's next quarter showing current remaining performance obligation growth at or above 14% with Agentforce recurring revenue above $1.5bn.

Would invalidate — HubSpot printing quarterly net customer additions below 5,000, or Pegasystems' contract value growth falling below 7%.

Watch next — Salesforce and Braze report fiscal second-quarter results in late August and early September; Twilio's third-quarter organic growth guide of 11–12% prints in November.

Valuation — Salesforce 22.8x trailing / 14.0x forward earnings; Twilio 13.74x forward price-to-gross-profit against a cohort median near 4.5x.