Call for Papers 2026

What a call for papers is

A call for papers (CFP) is a conference's open invitation for prospective speakers to submit talk proposals. It describes the topics the program committee wants to fill, the format of accepted talks (lightning talks, standard sessions, half-day workshops), the submission deadline, and the information you need to provide. For most B2B conferences, that's a title, an abstract of 150–300 words, a speaker bio, and sometimes a longer outline or a sample video.

CFPs usually open 9–12 months before the event and close 4–6 months out. The committee then reviews submissions, accepts somewhere between 5% and 30%, and sends accept/reject decisions a month or two after the close date. Most conferences cover travel and accommodation for accepted speakers; the biggest events also pay an honorarium.

How to find open CFPs in your field

There are three reliable approaches:

• Start with the conferences you already know. Almost every event maintains a “Speak” or “Submit a talk” page. Bookmark the ones you want to speak at and check them every quarter.
• Use aggregators. CallForPapers.dev and PaperCall.io list open CFPs across many tech events. Sessionize hosts the submission flow for a large chunk of mid-size B2B conferences. ConferenceGrid lists upcoming events across industries — when you find one in your field, click through to the website to check the CFP page directly.
• Follow conference accounts. Most events announce CFP open and close dates on LinkedIn and Twitter weeks before the deadline. Following even ten conferences in your field gives you steady visibility into the calendar.

What reviewers actually look for

Most program committees see hundreds of submissions and accept fewer than 30%. The proposals that make it through almost always share three traits:

1. A narrow, specific problem. “AI in marketing” is not a talk. “How we cut LLM eval cost 80% by switching to held-out test sets” is. Reviewers see hundreds of vague titles and grab onto the ones that signal a real, specific story.
2. Evidence you've actually done the work. Numbers, before/after screenshots, code samples, customer examples. The bar is first-person experience, not survey results or other people's research.
3. A clear takeaway. What does the audience walk away with? A checklist, a counterintuitive lesson, a framework, a tool. Reviewers want to know they're sending the audience home with something usable, not just a story.

Credentials matter less than most first-time speakers expect. Senior reviewers consistently say they'd rather hear from a manager who shipped something interesting than from a director who can only describe the strategy.

Common reasons proposals get rejected

• The talk is a vendor pitch. If the abstract reads like a product brochure, it's out. Conferences pay a sponsorship fee for that — they don't accept it as content.
• The topic was covered last year. Program committees actively avoid repeats. If your talk is “everything you need to know about Kubernetes,” it's competing with the 2024 and 2025 versions of the same talk.
• The abstract is too abstract. Reviewers can't tell what the talk will actually cover. Two specific examples in the abstract fixes this immediately.
• No evidence you can deliver. A linked recording of a previous talk or even a meetup video changes the math entirely.

Upcoming conferences

The events below are upcoming on our calendar. We don't track individual CFP deadlines yet, but each event links through to its website where you can find the speaker submission page if it's still open.

Frequently asked questions