How the answers frame Shell
In this snapshot (25 answers from ChatGPT, Claude, Gemini, Perplexity and Grok, measured 28 September 2026), Shell was named in 10. The questions never mentioned a brand. Shell came up on four of them: which companies are doing the most on climate, which oil and gas companies have the worst environmental record, which are leading the clean transition, and which an investor should avoid on ESG grounds. Perplexity and Grok named it most often, three answers each. Gemini named it twice, and ChatGPT and Claude once each.
The worst-record question produced the most Shell mentions, one from each of the five assistants. There, Shell sat in a list with BP, ExxonMobil and Chevron. ChatGPT's answer described Shell as a "major climate emitter with extensive pollution allegations and spill history". Perplexity's answer said Shell was "frequently flagged for poor environmental performance and weak climate management".
The climate-leader answers used a different frame. Perplexity listed Shell among its strongest examples and credited it for including Scope 3 emissions in its reduction targets. Gemini placed Shell in a "Mixed Progress" group with BP, TotalEnergies, Eni and Equinor. Grok's clean-transition answer named Shell as a major with renewables exposure and low-carbon targets, but said it generally lags TotalEnergies in pace and scale.
The credit tags follow the same split. Seven of the mentions were tagged Sustainability & Ethics, which covers both praise and criticism on that theme. One was tagged Not Substantive. In these answers Shell is a sustainability-and-ethics story first, and the direction of that story depends on the question asked.
While these companies have made more public-facing commitments to the energy transition, they are still frequently included in "worst" lists by environmental watchdogs.
What the press is saying
PeakMetrics' news index recorded 15,709 mentions of Shell in the last 30 days, with 2,272 carrying the name in the headline. That is well below Chevron (31,127) and below BP (17,148), and above ExxonMobil (12,332).
The five recent headlines supplied are mostly about deals and markets. They cover a planned expansion of company-owned convenience retail sites through an acquisition, a completed acquisition of ARC Resources, investor pieces on buybacks and balance sheet strength, and a stock-performance comparison. One is a procurement tender that lists Shell among several oil brands. None of the five is about emissions, spills or climate targets.
…critics often point out that their spending on "low carbon" energy remains a small fraction of their total investment compared to their ongoing oil and gas operations…
The gap
The press sample and the assistants are talking about different things. The headlines sampled here are about acquisitions, retail expansion and shareholder returns. The AI answers place Shell in the emissions, spill-history and transition-target debate.
Coverage volume also does not track how often the assistants named the company. Shell was named in the most answers among its sector peers (10, against 9 for BP and 8 for ExxonMobil), while Chevron drew far more press coverage but was named in fewer (7).
This is one run of 25 answers and five sample headlines. It shows what these assistants drew on for these questions. It does not show what the whole press record contains.
What to watch
For a Shell comms team, the point from this snapshot is that the assistants do not treat Shell as a standalone subject on climate. They treat it as one of several majors. On a question about climate leaders, Shell can be cited for its Scope 3 targets. On a question about environmental records, it can be cited for emissions and spills. The framing follows the question, so the same company can be on either list.
Two things to check in your own benchmark questions. First, which sources sit behind the offender framing. The ChatGPT answer cited Carbon Majors data, and the Perplexity and Grok answers pointed to penalty trackers and climate-alignment reviews. Second, whether the deal and shareholder news dominating the sampled headlines appears in these answers at all. In this snapshot it did not.
Answers vary between runs, so treat this as one reading and re-measure before drawing conclusions.